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+## WinPython 3.12.4.1
+
+The following packages are included in WinPython-64bit v3.12.4.1 .
+
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+[Nodejs](https://nodejs.org) | v20.12.2 | a JavaScript runtime built on Chrome's V8 JavaScript engine
+[npmjs](https://www.npmjs.com/) | 10.5.0 | a package manager for JavaScript
+[Pandoc](https://pandoc.org/) | 3.1.9 | a universal document converter
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.12.4 | Python programming language with standard library
+[about_time](https://pypi.org/project/about_time) | 4.2.1 | Easily measure timing and throughput of code blocks, with beautiful human friendly representations.
+[absl_py](https://pypi.org/project/absl_py) | 2.0.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py.
+[accelerate](https://pypi.org/project/accelerate) | 0.28.0 | Accelerate
+[adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) | 0.11.0 | A generic entrypoint for ADBC drivers.
+[adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO.
+[affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane.
+[aiofiles](https://pypi.org/project/aiofiles) | 23.2.1 | File support for asyncio.
+[aiohttp](https://pypi.org/project/aiohttp) | 3.9.5 | Async http client/server framework (asyncio)
+[aiosignal](https://pypi.org/project/aiosignal) | 1.3.1 | aiosignal: a list of registered asynchronous callbacks
+[aiosqlite](https://pypi.org/project/aiosqlite) | 0.20.0 | asyncio bridge to the standard sqlite3 module
+[alabaster](https://pypi.org/project/alabaster) | 0.7.16 | A light, configurable Sphinx theme
+[alembic](https://pypi.org/project/alembic) | 1.13.1 | A database migration tool for SQLAlchemy.
+[alive_progress](https://pypi.org/project/alive_progress) | 3.1.5 | A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
+[altair](https://pypi.org/project/altair) | 5.3.0 | Vega-Altair: A declarative statistical visualization library for Python.
+[altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts.
+[altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms.
+[aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings.
+[annotated_types](https://pypi.org/project/annotated_types) | 0.6.0 | Reusable constraint types to use with typing.Annotated
+[ansicolors](https://pypi.org/project/ansicolors) | 1.1.8 | ANSI colors for Python
+[anyio](https://pypi.org/project/anyio) | 4.4.0 | High level compatibility layer for multiple asynchronous event loop implementations
+[anywidget](https://pypi.org/project/anywidget) | 0.9.12 | custom jupyter widgets made easy
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[argon2_cffi](https://pypi.org/project/argon2_cffi) | 23.1.0 | Argon2 for Python
+[argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2
+[array_api_compat](https://pypi.org/project/array_api_compat) | 1.7.1 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard
+[arrow](https://pypi.org/project/arrow) | 1.2.2 | Better dates & times for Python
+[asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks
+[asgiref](https://pypi.org/project/asgiref) | 3.8.1 | ASGI specs, helper code, and adapters
+[asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP
+[asteval](https://pypi.org/project/asteval) | 0.9.31 | Safe, minimalistic evaluator of python expression using ast module
+[astroid](https://pypi.org/project/astroid) | 3.1.0 | An abstract syntax tree for Python with inference support.
+[astropy](https://pypi.org/project/astropy) | 6.1.0 | Astronomy and astrophysics core library
+[astropy_iers_data](https://pypi.org/project/astropy_iers_data) | 0.2024.4.29.0.28.48 | IERS Earth Rotation and Leap Second tables for the astropy core package
+[asttokens](https://pypi.org/project/asttokens) | 2.4.1 | Annotate AST trees with source code positions
+[async_lru](https://pypi.org/project/async_lru) | 2.0.4 | Simple LRU cache for asyncio
+[async_timeout](https://pypi.org/project/async_timeout) | 4.0.3 | Timeout context manager for asyncio programs
+[atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes.
+[attrs](https://pypi.org/project/attrs) | 23.2.0 | Classes Without Boilerplate
+[autograd](https://pypi.org/project/autograd) | 1.6.2 | Efficiently computes derivatives of numpy code.
+[autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide
+[azure_core](https://pypi.org/project/azure_core) | 1.30.1 | Microsoft Azure Core Library for Python
+[azure_cosmos](https://pypi.org/project/azure_cosmos) | 4.6.0 | Microsoft Azure Cosmos Client Library for Python
+[azure_identity](https://pypi.org/project/azure_identity) | 1.16.0 | Microsoft Azure Identity Library for Python
+[babel](https://pypi.org/project/babel) | 2.15.0 | Internationalization utilities
+[baresql](https://pypi.org/project/baresql) | 0.8.0 | playing SQL directly on Python datas
+[bcrypt](https://pypi.org/project/bcrypt) | 4.0.1 | Modern password hashing for your software and your servers
+[beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.12.2 | Screen-scraping library
+[binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text.
+[black](https://pypi.org/project/black) | 24.4.2 | The uncompromising code formatter.
+[bleach](https://pypi.org/project/bleach) | 6.1.0 | An easy safelist-based HTML-sanitizing tool.
+[blinker](https://pypi.org/project/blinker) | 1.7.0 | Fast, simple object-to-object and broadcast signaling
+[bokeh](https://pypi.org/project/bokeh) | 3.4.1 | Interactive plots and applications in the browser from Python
+[botorch](https://pypi.org/project/botorch) | 0.9.5 | Bayesian Optimization in PyTorch
+[branca](https://pypi.org/project/branca) | 0.7.2 | Generate complex HTML+JS pages with Python
+[brotli](https://pypi.org/project/brotli) | 1.1.0 | Python bindings for the Brotli compression library
+[build](https://pypi.org/project/build) | 1.2.1 | A simple, correct Python build frontend
+[cachelib](https://pypi.org/project/cachelib) | 0.13.0 | A collection of cache libraries in the same API interface.
+[cachetools](https://pypi.org/project/cachetools) | 5.3.3 | Extensible memoizing collections and decorators
+[cartopy](https://pypi.org/project/cartopy) | 0.23.0 | A Python library for cartographic visualizations with Matplotlib
+[certifi](https://pypi.org/project/certifi) | 2024.6.2 | Python package for providing Mozilla's CA Bundle.
+[cffi](https://pypi.org/project/cffi) | 1.16.0 | Foreign Function Interface for Python calling C code.
+[cftime](https://pypi.org/project/cftime) | 1.6.3 | Time-handling functionality from netcdf4-python
+[chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3
+[charset_normalizer](https://pypi.org/project/charset_normalizer) | 3.3.2 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.
+[clarabel](https://pypi.org/project/clarabel) | 0.9.0 | Clarabel Conic Interior Point Solver for Rust / Python
+[click](https://pypi.org/project/click) | 8.1.7 | Composable command line interface toolkit
+[click_default_group](https://pypi.org/project/click_default_group) | 1.2.4 | click_default_group
+[click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points.
+[cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON
+[cloudpickle](https://pypi.org/project/cloudpickle) | 3.0.0 | Pickler class to extend the standard pickle.Pickler functionality
+[clr_loader](https://pypi.org/project/clr_loader) | 0.2.6 | Generic pure Python loader for .NET runtimes
+[clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages
+[cma](https://pypi.org/project/cma) | 3.2.2 | CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[colorcet](https://pypi.org/project/colorcet) | 3.1.0 | Collection of perceptually uniform colormaps
+[colorlog](https://pypi.org/project/colorlog) | 6.8.2 | Add colours to the output of Python's logging module.
+[comm](https://pypi.org/project/comm) | 0.2.2 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.
+[contourpy](https://pypi.org/project/contourpy) | 1.2.1 | Python library for calculating contours of 2D quadrilateral grids
+[cookiecutter](https://pypi.org/project/cookiecutter) | 2.6.0 | A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.
+[coverage](https://pypi.org/project/coverage) | 7.5.3 | Code coverage measurement for Python
+[cryptography](https://pypi.org/project/cryptography) | 41.0.5 | cryptography is a package which provides cryptographic recipes and primitives to Python developers.
+[cvxopt](https://pypi.org/project/cvxopt) | 1.3.2 | Convex optimization package
+[cvxpy](https://pypi.org/project/cvxpy) | 1.5.0 | A domain-specific language for modeling convex optimization problems in Python.
+[cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles
+[cython](https://pypi.org/project/cython) | 3.0.10 | The Cython compiler for writing C extensions in the Python language.
+[cytoolz](https://pypi.org/project/cytoolz) | 0.12.3 | Cython implementation of Toolz: High performance functional utilities
+[dash](https://pypi.org/project/dash) | 2.17.0 | A Python framework for building reactive web-apps. Developed by Plotly.
+[dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash
+[dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash
+[dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table
+[dask](https://pypi.org/project/dask) | 2024.5.2 | Parallel PyData with Task Scheduling
+[dask_expr](https://pypi.org/project/dask_expr) | 1.1.2 | High Level Expressions for Dask
+[dask_image](https://pypi.org/project/dask_image) | 2024.5.3 | Distributed image processing
+[datasette](https://pypi.org/project/datasette) | 0.64.6 | An open source multi-tool for exploring and publishing data
+[datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases
+[datashader](https://pypi.org/project/datashader) | 0.16.2 | Data visualization toolchain based on aggregating into a grid
+[db_py](https://pypi.org/project/db_py) | 0.5.4b1 | a db package that doesn't suck
+[deap](https://pypi.org/project/deap) | 1.4.1 | Distributed Evolutionary Algorithms in Python
+[debugpy](https://pypi.org/project/debugpy) | 1.8.0 | An implementation of the Debug Adapter Protocol for Python
+[decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans
+[defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules
+[deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods.
+[diff_match_patch](https://pypi.org/project/diff_match_patch) | 20200713 | Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text.
+[dill](https://pypi.org/project/dill) | 0.3.7 | serialize all of Python
+[dirty_cat](https://pypi.org/project/dirty_cat) | 0.4.1 | Machine learning with dirty categories.
+[distlib](https://pypi.org/project/distlib) | 0.3.8 | Distribution utilities
+[distributed](https://pypi.org/project/distributed) | 2024.5.2 | Distributed scheduler for Dask
+[distro](https://pypi.org/project/distro) | 1.8.0 | Distro - an OS platform information API
+[django](https://pypi.org/project/django) | 5.0.6 | A high-level Python web framework that encourages rapid development and clean, pragmatic design.
+[dnspython](https://pypi.org/project/dnspython) | 2.6.1 | DNS toolkit
+[docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile
+[docstring_to_markdown](https://pypi.org/project/docstring_to_markdown) | 0.13 | On the fly conversion of Python docstrings to markdown
+[docutils](https://pypi.org/project/docutils) | 0.20.1 | Docutils -- Python Documentation Utilities
+[duckdb](https://pypi.org/project/duckdb) | 1.0.0 | DuckDB in-process database
+[ecos](https://pypi.org/project/ecos) | 2.0.13 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information.
+[email_validator](https://pypi.org/project/email_validator) | 2.1.1 | A robust email address syntax and deliverability validation library.
+[entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages.
+[et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library
+[executing](https://pypi.org/project/executing) | 2.0.1 | Get the currently executing AST node of a frame, and other information
+[fast_histogram](https://pypi.org/project/fast_histogram) | 0.14 | Fast simple 1D and 2D histograms
+[fastapi](https://pypi.org/project/fastapi) | 0.111.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production
+[fastapi_cli](https://pypi.org/project/fastapi_cli) | 0.0.4 | Run and manage FastAPI apps from the command line with FastAPI CLI. π
+[fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.18.0 | Fastest Python implementation of JSON schema
+[filelock](https://pypi.org/project/filelock) | 3.14.0 | A platform independent file lock.
+[filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library
+[fiona](https://pypi.org/project/fiona) | 1.9.5 | Fiona reads and writes spatial data files
+[flake8](https://pypi.org/project/flake8) | 7.0.0 | the modular source code checker: pep8 pyflakes and co
+[flask](https://pypi.org/project/flask) | 3.0.3 | A simple framework for building complex web applications.
+[flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email
+[flask_session](https://pypi.org/project/flask_session) | 0.5.0 | Server-side session support for Flask
+[flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 3.0.5 | Add SQLAlchemy support to your Flask application.
+[flit](https://pypi.org/project/flit) | 3.9.0 | A simple packaging tool for simple packages.
+[flit_core](https://pypi.org/project/flit_core) | 3.9.0 | Distribution-building parts of Flit. See flit package for more information
+[folium](https://pypi.org/project/folium) | 0.16.0 | Make beautiful maps with Leaflet.js & Python
+[fonttools](https://pypi.org/project/fonttools) | 4.51.0 | Tools to manipulate font files
+[formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python
+[fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers
+[frozenlist](https://pypi.org/project/frozenlist) | 1.4.1 | A list-like structure which implements collections.abc.MutableSequence
+[fsspec](https://pypi.org/project/fsspec) | 2024.3.1 | File-system specification
+[future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2
+[fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python
+[gdal](https://pypi.org/project/gdal) | 3.7.3 | GDAL: Geospatial Data Abstraction Library
+[geographiclib](https://pypi.org/project/geographiclib) | 2.0 | The geodesic routines from GeographicLib
+[geopandas](https://pypi.org/project/geopandas) | 0.14.4 | Geographic pandas extensions
+[geopy](https://pypi.org/project/geopy) | 2.4.1 | Python Geocoding Toolbox
+[gitdb](https://pypi.org/project/gitdb) | 4.0.10 | Git Object Database
+[gitpython](https://pypi.org/project/gitpython) | 3.1.32 | GitPython is a Python library used to interact with Git repositories
+[gpytorch](https://pypi.org/project/gpytorch) | 1.11 | An implementation of Gaussian Processes in Pytorch
+[grapheme](https://pypi.org/project/grapheme) | 0.6.0 | Unicode grapheme helpers
+[graphene](https://pypi.org/project/graphene) | 3.3 | GraphQL Framework for Python
+[graphql_core](https://pypi.org/project/graphql_core) | 3.2.3 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL.
+[graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core
+[greenlet](https://pypi.org/project/greenlet) | 3.0.3 | Lightweight in-process concurrent programming
+[guidata](https://pypi.org/project/guidata) | 3.5.0 | Automatic GUI generation for easy dataset editing and display
+[h11](https://pypi.org/project/h11) | 0.14.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1
+[h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation
+[h5py](https://pypi.org/project/h5py) | 3.10.0 | Read and write HDF5 files from Python
+[hatchling](https://pypi.org/project/hatchling) | 1.24.2 | Modern, extensible Python build backend
+[holoviews](https://pypi.org/project/holoviews) | 1.19.0 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression
+[html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification
+[httpcore](https://pypi.org/project/httpcore) | 1.0.5 | A minimal low-level HTTP client.
+[httpie](https://pypi.org/project/httpie) | 3.2.2 | HTTPie: modern, user-friendly command-line HTTP client for the API era.
+[httptools](https://pypi.org/project/httptools) | 0.6.1 | A collection of framework independent HTTP protocol utils.
+[httpx](https://pypi.org/project/httpx) | 0.27.0 | The next generation HTTP client.
+[huggingface_hub](https://pypi.org/project/huggingface_hub) | 0.23.0 | Client library to download and publish models, datasets and other repos on the huggingface.co hub
+[hupper](https://pypi.org/project/hupper) | 1.12 | Integrated process monitor for developing and reloading daemons.
+[hvplot](https://pypi.org/project/hvplot) | 0.10.0 | A high-level plotting API for the PyData ecosystem built on HoloViews.
+[hypercorn](https://pypi.org/project/hypercorn) | 0.16.0 | A ASGI Server based on Hyper libraries and inspired by Gunicorn
+[hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python
+[hypothesis](https://pypi.org/project/hypothesis) | 6.100.5 | A library for property-based testing
+[idna](https://pypi.org/project/idna) | 3.7 | Internationalized Domain Names in Applications (IDNA)
+[imageio](https://pypi.org/project/imageio) | 2.33.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.
+[imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.8 | FFMPEG wrapper for Python
+[imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file
+[imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.12.3 | Toolbox for imbalanced dataset in machine learning.
+[importlib_metadata](https://pypi.org/project/importlib_metadata) | 7.1.0 | Read metadata from Python packages
+[inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python
+[iniconfig](https://pypi.org/project/iniconfig) | 2.0.0 | brain-dead simple config-ini parsing
+[intervaltree](https://pypi.org/project/intervaltree) | 3.0.2 | Editable interval tree data structure for Python 2 and 3
+[ipycanvas](https://pypi.org/project/ipycanvas) | 0.13.2 | Interactive widgets library exposing the browser's Canvas API
+[ipykernel](https://pypi.org/project/ipykernel) | 6.29.4 | IPython Kernel for Jupyter
+[ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.19.1 | A Jupyter widget for dynamic Leaflet maps
+[ipympl](https://pypi.org/project/ipympl) | 0.9.4 | Matplotlib Jupyter Extension
+[ipython](https://pypi.org/project/ipython) | 8.25.0 | IPython: Productive Interactive Computing
+[ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython
+[ipython_sql](https://pypi.org/project/ipython_sql) | 0.5.0 | RDBMS access via IPython
+[ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.2 | Jupyter interactive widgets
+[isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations
+[isort](https://pypi.org/project/isort) | 5.13.2 | A Python utility / library to sort Python imports.
+[itsdangerous](https://pypi.org/project/itsdangerous) | 2.2.0 | Safely pass data to untrusted environments and back.
+[janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads
+[jaraco_classes](https://pypi.org/project/jaraco_classes) | 3.4.0 | Utility functions for Python class constructs
+[jaraco_context](https://pypi.org/project/jaraco_context) | 5.3.0 | Useful decorators and context managers
+[jaraco_functools](https://pypi.org/project/jaraco_functools) | 4.0.1 | Functools like those found in stdlib
+[jaxtyping](https://pypi.org/project/jaxtyping) | 0.2.22 | Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees.
+[jedi](https://pypi.org/project/jedi) | 0.19.1 | An autocompletion tool for Python that can be used for text editors.
+[jellyfish](https://pypi.org/project/jellyfish) | 1.0.3 | Approximate and phonetic matching of strings.
+[jinja2](https://pypi.org/project/jinja2) | 3.1.2 | A very fast and expressive template engine.
+[joblib](https://pypi.org/project/joblib) | 1.4.2 | Lightweight pipelining with Python functions
+[json5](https://pypi.org/project/json5) | 0.9.14 | A Python implementation of the JSON5 data format.
+[jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902)
+[jsonpointer](https://pypi.org/project/jsonpointer) | 2.4 | Identify specific nodes in a JSON document (RFC 6901)
+[jsonschema](https://pypi.org/project/jsonschema) | 4.19.2 | An implementation of JSON Schema validation for Python
+[jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) | 2023.12.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry
+[julia](https://pypi.org/project/julia) | 0.6.2 | Julia/Python bridge with IPython support.
+[jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go.
+[jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 4.0.5 | A Jupyter extension for rendering Bokeh content.
+[jupyter_client](https://pypi.org/project/jupyter_client) | 8.6.2 | Jupyter protocol implementation and client libraries
+[jupyter_console](https://pypi.org/project/jupyter_console) | 6.6.3 | Jupyter terminal console
+[jupyter_core](https://pypi.org/project/jupyter_core) | 5.7.2 | Jupyter core package. A base package on which Jupyter projects rely.
+[jupyter_events](https://pypi.org/project/jupyter_events) | 0.10.0 | Jupyter Event System library
+[jupyter_leaflet](https://pypi.org/project/jupyter_leaflet) | 0.19.1 | ipyleaflet extensions for JupyterLab and Jupyter Notebook
+[jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 2.2.5 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server
+[jupyter_server](https://pypi.org/project/jupyter_server) | 2.14.1 | The backendβi.e. core services, APIs, and REST endpointsβto Jupyter web applications.
+[jupyter_server_terminals](https://pypi.org/project/jupyter_server_terminals) | 0.5.3 | A Jupyter Server Extension Providing Terminals.
+[jupyterlab](https://pypi.org/project/jupyterlab) | 4.2.2 | JupyterLab computational environment
+[jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.3.0 | Pygments theme using JupyterLab CSS variables
+[jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.27.2 | A set of server components for JupyterLab and JupyterLab like applications.
+[jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.11 | Jupyter interactive widgets for JupyterLab
+[keras](https://pypi.org/project/keras) | 3.3.3 | Multi-backend Keras.
+[keyring](https://pypi.org/project/keyring) | 25.2.1 | Store and access your passwords safely.
+[kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.5 | A fast implementation of the Cassowary constraint solver
+[kornia](https://pypi.org/project/kornia) | 0.7.2 | Open Source Differentiable Computer Vision Library for PyTorch
+[kornia_rs](https://pypi.org/project/kornia_rs) | 0.1.3 | Low level implementations for computer vision in Rust
+[langchain](https://pypi.org/project/langchain) | 0.2.5 | Building applications with LLMs through composability
+[langchain_core](https://pypi.org/project/langchain_core) | 0.2.7 | Building applications with LLMs through composability
+[langchain_text_splitters](https://pypi.org/project/langchain_text_splitters) | 0.2.1 | LangChain text splitting utilities
+[langsmith](https://pypi.org/project/langsmith) | 0.1.77 | Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.
+[lazy_loader](https://pypi.org/project/lazy_loader) | 0.4 | Makes it easy to load subpackages and functions on demand.
+[lightning](https://pypi.org/project/lightning) | 2.2.1 | The Deep Learning framework to train, deploy, and ship AI products Lightning fast.
+[lightning_utilities](https://pypi.org/project/lightning_utilities) | 0.10.0 | PyTorch Lightning Sample project.
+[linear_operator](https://pypi.org/project/linear_operator) | 0.5.1 | A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices).
+[linkify_it_py](https://pypi.org/project/linkify_it_py) | 2.0.2 | Links recognition library with FULL unicode support.
+[llvmlite](https://pypi.org/project/llvmlite) | 0.43.0 | lightweight wrapper around basic LLVM functionality
+[lmfit](https://pypi.org/project/lmfit) | 1.3.1 | Least-Squares Minimization with Bounds and Constraints
+[locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python on Linux and Windows
+[lxml](https://pypi.org/project/lxml) | 5.2.2 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.
+[mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages.
+[markdown](https://pypi.org/project/markdown) | 3.5.1 | Python implementation of John Gruber's Markdown.
+[markdown_it_py](https://pypi.org/project/markdown_it_py) | 2.2.0 | Python port of markdown-it. Markdown parsing, done right!
+[markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup.
+[matplotlib](https://pypi.org/project/matplotlib) | 3.9.0 | Python plotting package
+[matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.7 | Inline Matplotlib backend for Jupyter
+[maturin](https://pypi.org/project/maturin) | 1.5.1 | Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages
+[mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8
+[mdit_py_plugins](https://pypi.org/project/mdit_py_plugins) | 0.3.5 | Collection of plugins for markdown-it-py
+[mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities
+[mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities
+[mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for π.
+[missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python.
+[mistune](https://pypi.org/project/mistune) | 2.0.5 | A sane Markdown parser with useful plugins and renderers
+[mizani](https://pypi.org/project/mizani) | 0.11.4 | Scales for Python
+[ml_dtypes](https://pypi.org/project/ml_dtypes) | 0.4.0 | stand-alone implementation of several NumPy dtype extensions used in machine learning libraries
+[mlxtend](https://pypi.org/project/mlxtend) | 0.22.0 | Machine Learning Library Extensions
+[more_itertools](https://pypi.org/project/more_itertools) | 10.2.0 | More routines for operating on iterables, beyond itertools
+[moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python
+[mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots
+[mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib
+[mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic
+[msal](https://pypi.org/project/msal) | 1.24.1 | The Microsoft Authentication Library (MSAL) for Python library
+[msal_extensions](https://pypi.org/project/msal_extensions) | 1.0.0 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism.
+[msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack serializer
+[msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.40.33807 | Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories
+[multidict](https://pypi.org/project/multidict) | 6.0.5 | multidict implementation
+[multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch
+[mutagen](https://pypi.org/project/mutagen) | 1.47.0 | read and write audio tags for many formats
+[mypy](https://pypi.org/project/mypy) | 1.10.0 | Optional static typing for Python
+[mypy_extensions](https://pypi.org/project/mypy_extensions) | 1.0.0 | Type system extensions for programs checked with the mypy type checker.
+[mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python
+[namex](https://pypi.org/project/namex) | 0.0.8 | A simple utility to separate the implementation of your Python package and its public API surface.
+[nbclient](https://pypi.org/project/nbclient) | 0.10.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor.
+[nbconvert](https://pypi.org/project/nbconvert) | 7.16.1 | Converting Jupyter Notebooks (.ipynb files) to other formats. Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script. nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`).
+[nbformat](https://pypi.org/project/nbformat) | 5.10.4 | The Jupyter Notebook format
+[nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.6.0 | Patch asyncio to allow nested event loops
+[netcdf4](https://pypi.org/project/netcdf4) | 1.6.5 | Provides an object-oriented python interface to the netCDF version 4 library
+[networkx](https://pypi.org/project/networkx) | 3.3 | Python package for creating and manipulating graphs and networks
+[nltk](https://pypi.org/project/nltk) | 3.8.1 | Natural Language Toolkit
+[notebook](https://pypi.org/project/notebook) | 7.2.1 | Jupyter Notebook - A web-based notebook environment for interactive computing
+[notebook_shim](https://pypi.org/project/notebook_shim) | 0.2.4 | A shim layer for notebook traits and config
+[ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures
+[numba](https://pypi.org/project/numba) | 0.60.0 | compiling Python code using LLVM
+[numexpr](https://pypi.org/project/numexpr) | 2.10.0 | Fast numerical expression evaluator for NumPy
+[numpy](https://pypi.org/project/numpy) | 1.26.4 | Fundamental package for array computing in Python
+[numpydoc](https://pypi.org/project/numpydoc) | 1.6.0 | Sphinx extension to support docstrings in Numpy format
+[openai](https://pypi.org/project/openai) | 1.33.0 | The official Python library for the openai API
+[opencv_python](https://pypi.org/project/opencv_python) | 4.10.0.82 | Wrapper package for OpenCV python bindings.
+[openpyxl](https://pypi.org/project/openpyxl) | 3.1.2 | A Python library to read/write Excel 2010 xlsx/xlsm files
+[opt_einsum](https://pypi.org/project/opt_einsum) | 3.3.0 | Optimizing numpys einsum function
+[optree](https://pypi.org/project/optree) | 0.11.0 | Optimized PyTree Utilities.
+[optuna](https://pypi.org/project/optuna) | 3.6.1 | A hyperparameter optimization framework
+[orjson](https://pypi.org/project/orjson) | 3.9.15 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy
+[ortools](https://pypi.org/project/ortools) | 9.8.3296 | Google OR-Tools python libraries and modules
+[outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls.
+[overrides](https://pypi.org/project/overrides) | 7.7.0 | A decorator to automatically detect mismatch when overriding a method.
+[packaging](https://pypi.org/project/packaging) | 24.1 | Core utilities for Python packages
+[pandas](https://pypi.org/project/pandas) | 2.2.2 | Powerful data structures for data analysis, time series, and statistics
+[pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python
+[panel](https://pypi.org/project/panel) | 1.4.4 | The powerful data exploration & web app framework for Python.
+[papermill](https://pypi.org/project/papermill) | 2.6.0 | Parameterize and run Jupyter and nteract Notebooks
+[param](https://pypi.org/project/param) | 2.1.0 | Make your Python code clearer and more reliable by declaring Parameters.
+[paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library
+[parso](https://pypi.org/project/parso) | 0.8.4 | A Python Parser
+[partd](https://pypi.org/project/partd) | 1.4.0 | Appendable key-value storage
+[pathspec](https://pypi.org/project/pathspec) | 0.11.0 | Utility library for gitignore style pattern matching of file paths.
+[patsy](https://pypi.org/project/patsy) | 0.5.6 | A Python package for describing statistical models and for building design matrices.
+[pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library
+[pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker
+[pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications.
+[pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library
+[pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support
+[pillow](https://pypi.org/project/pillow) | 10.3.0 | Python Imaging Library (Fork)
+[pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence
+[pint](https://pypi.org/project/pint) | 0.23 | Physical quantities module
+[pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages.
+[pkginfo](https://pypi.org/project/pkginfo) | 1.9.6 | Query metadata from sdists / bdists / installed packages.
+[platformdirs](https://pypi.org/project/platformdirs) | 4.2.2 | A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.
+[plotly](https://pypi.org/project/plotly) | 5.22.0 | An open-source, interactive data visualization library for Python
+[plotnine](https://pypi.org/project/plotnine) | 0.13.6 | A Grammar of Graphics for Python
+[plotpy](https://pypi.org/project/plotpy) | 2.3.0 | Curve and image plotting tools for Python/Qt applications
+[pluggy](https://pypi.org/project/pluggy) | 1.5.0 | plugin and hook calling mechanisms for python
+[ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc
+[pmdarima](https://pypi.org/project/pmdarima) | 2.0.4 | Python's forecast::auto.arima equivalent
+[polars](https://pypi.org/project/polars) | 0.20.31 | Blazingly fast DataFrame library
+[portalocker](https://pypi.org/project/portalocker) | 2.7.0 | Wraps the portalocker recipe for easy usage
+[portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports.
+[ppci](https://pypi.org/project/ppci) | 0.5.9 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python
+[prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format
+[priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree
+[proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web...
+[prometheus_client](https://pypi.org/project/prometheus_client) | 0.18.0 | Python client for the Prometheus monitoring system.
+[prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.43 | Library for building powerful interactive command lines in Python
+[protobuf](https://pypi.org/project/protobuf) | 4.25.1 | Protocol Buffers
+[psutil](https://pypi.org/project/psutil) | 5.9.8 | Cross-platform lib for process and system monitoring in Python.
+[psygnal](https://pypi.org/project/psygnal) | 0.11.1 | Fast python callback/event system modeled after Qt Signals
+[ptpython](https://pypi.org/project/ptpython) | 3.0.26 | Python REPL build on top of prompt_toolkit
+[ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal
+[pulp](https://pypi.org/project/pulp) | 2.6.0 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems.
+[pure_eval](https://pypi.org/project/pure_eval) | 0.2.2 | Safely evaluate AST nodes without side effects
+[pyarrow](https://pypi.org/project/pyarrow) | 16.1.0 | Python library for Apache Arrow
+[pyaudio](https://pypi.org/project/pyaudio) | 0.2.14 | Cross-platform audio I/O with PortAudio
+[pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2
+[pybind11](https://pypi.org/project/pybind11) | 2.12.0 | Seamless operability between C++11 and Python
+[pycodestyle](https://pypi.org/project/pycodestyle) | 2.11.1 | Python style guide checker
+[pycosat](https://pypi.org/project/pycosat) | 0.6.6 | bindings to picosat (a SAT solver)
+[pycparser](https://pypi.org/project/pycparser) | 2.22 | C parser in Python
+[pycryptodomex](https://pypi.org/project/pycryptodomex) | 3.20.0 | Cryptographic library for Python
+[pyct](https://pypi.org/project/pyct) | 0.5.0 | Python package common tasks for users (e.g. copy examples, fetch data, ...)
+[pydantic](https://pypi.org/project/pydantic) | 2.7.1 | Data validation using Python type hints
+[pydantic_core](https://pypi.org/project/pydantic_core) | 2.18.2 | Core functionality for Pydantic validation and serialization
+[pydeck](https://pypi.org/project/pydeck) | 0.9.1 | Widget for deck.gl maps
+[pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker
+[pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface
+[pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http://epsg.io/
+[pyerfa](https://pypi.org/project/pyerfa) | 2.0.1.4 | Python bindings for ERFA
+[pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs
+[pygame](https://pypi.org/project/pygame) | 2.5.2 | Python Game Development
+[pygments](https://pypi.org/project/pygments) | 2.18.0 | Pygments is a syntax highlighting package written in Python.
+[pyjwt](https://pypi.org/project/pyjwt) | 2.8.0 | JSON Web Token implementation in Python
+[pylint](https://pypi.org/project/pylint) | 3.1.0 | python code static checker
+[pylint_venv](https://pypi.org/project/pylint_venv) | 3.0.3 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments.
+[pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-lsp-server
+[pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2
+[pymongo](https://pypi.org/project/pymongo) | 4.7.2 | Python driver for MongoDB
+[pymoo](https://pypi.org/project/pymoo) | 0.6.1.1 | Multi-Objective Optimization in Python
+[pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects.
+[pynacl](https://pypi.org/project/pynacl) | 1.5.0 | Python binding to the Networking and Cryptography (NaCl) library
+[pynndescent](https://pypi.org/project/pynndescent) | 0.5.12 | Nearest Neighbor Descent
+[pyodbc](https://pypi.org/project/pyodbc) | 5.1.0 | DB API module for ODBC
+[pyomo](https://pypi.org/project/pyomo) | 6.7.2 | Pyomo: Python Optimization Modeling Objects
+[pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc.
+[pyparsing](https://pypi.org/project/pyparsing) | 3.1.2 | pyparsing module - Classes and methods to define and execute parsing grammars
+[pypdf](https://pypi.org/project/pypdf) | 3.15.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files
+[pypng](https://pypi.org/project/pypng) | 0.20220715.0 | Pure Python library for saving and loading PNG images
+[pyproj](https://pypi.org/project/pyproj) | 3.6.1 | Python interface to PROJ (cartographic projections and coordinate transformations library)
+[pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.1.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[pyqt5](https://pypi.org/project/pyqt5) | 5.15.10 | Python bindings for the Qt cross platform application toolkit
+[pyqt5_qt5](https://pypi.org/project/pyqt5_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5.
+[pyqt5_sip](https://pypi.org/project/pyqt5_sip) | 12.13.0 | The sip module support for PyQt5
+[pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.7 | Scientific Graphics and GUI Library for Python
+[pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.6 | Python bindings for the Qt WebEngine framework
+[pyqtwebengine_qt5](https://pypi.org/project/pyqtwebengine_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine.
+[pyro_api](https://pypi.org/project/pyro_api) | 0.1.2 | Generic API for dispatch to Pyro backends.
+[pyro_ppl](https://pypi.org/project/pyro_ppl) | 1.9.0 | A Python library for probabilistic modeling and inference
+[pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension
+[pyshp](https://pypi.org/project/pyshp) | 2.3.1 | Pure Python read/write support for ESRI Shapefile format
+[pysimplegui](https://pypi.org/project/pysimplegui) | 4.60.4 | Python GUIs for Humans. Launched in 2018. It's 2022 & PySimpleGUI is an ACTIVE & supported project. Super-simple to create custom GUI's. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Main docs at www.PySimpleGUI.org. Fun & your success are the focus. Examples using Machine Learning (GUI, OpenCV Integration), Rainmeter Style Desktop Widgets, Matplotlib + Pyplot, PIL support, add GUI to command line scripts, PDF & Image Viewers. Great for beginners & advanced GUI programmers.
+[pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information.
+[pytest](https://pypi.org/project/pytest) | 8.2.0 | pytest: simple powerful testing with Python
+[python_barcode](https://pypi.org/project/python_barcode) | 0.15.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included).
+[python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module
+[python_dotenv](https://pypi.org/project/python_dotenv) | 1.0.1 | Read key-value pairs from a .env file and set them as environment variables
+[python_json_logger](https://pypi.org/project/python_json_logger) | 2.0.7 | A python library adding a json log formatter
+[python_lsp_black](https://pypi.org/project/python_lsp_black) | 2.0.0 | Black plugin for the Python LSP Server
+[python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.1.2 | JSON RPC 2.0 server library
+[python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.11.0 | Python Language Server for the Language Server Protocol
+[python_multipart](https://pypi.org/project/python_multipart) | 0.0.9 | A streaming multipart parser for Python
+[python_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python slugify application that also handles Unicode
+[pythonnet](https://pypi.org/project/pythonnet) | 3.0.3 | .NET and Mono integration for Python
+[pythonqwt](https://pypi.org/project/pythonqwt) | 0.12.1 | Qt plotting widgets for Python
+[pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.3.1 | Python tool configuration
+[pytorch_lightning](https://pypi.org/project/pytorch_lightning) | 2.2.1 | PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate.
+[pytz](https://pypi.org/project/pytz) | 2023.3 | World timezone definitions, modern and historical
+[pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier
+[pyviz_comms](https://pypi.org/project/pyviz_comms) | 3.0.2 | A JupyterLab extension for rendering HoloViz content.
+[pywin32](https://pypi.org/project/pywin32) | 306 | Python for Window Extensions
+[pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.2 | A (partial) reimplementation of pywin32 using ctypes/cffi
+[pywinpty](https://pypi.org/project/pywinpty) | 2.0.12 | Pseudo terminal support for Windows from Python.
+[pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows
+[pyyaml](https://pypi.org/project/pyyaml) | 6.0.1 | YAML parser and emitter for Python
+[pyzmq](https://pypi.org/project/pyzmq) | 26.0.3 | Python bindings for 0MQ
+[qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2.3 | The most complete dark/light style sheet for C++/Python and Qt applications
+[qpsolvers](https://pypi.org/project/qpsolvers) | 4.3.0 | Quadratic programming solvers in Python with a unified API.
+[qrcode](https://pypi.org/project/qrcode) | 7.4.2 | QR Code image generator
+[qstylizer](https://pypi.org/project/qstylizer) | 0.2.2 | Stylesheet Generator for PyQt{4-5}/PySide{1-2}
+[qtawesome](https://pypi.org/project/qtawesome) | 1.3.1 | FontAwesome icons in PyQt and PySide applications
+[qtconsole](https://pypi.org/project/qtconsole) | 5.5.2 | Jupyter Qt console
+[qtpy](https://pypi.org/project/qtpy) | 2.4.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6).
+[quantecon](https://pypi.org/project/quantecon) | 0.5.3 | Import the main names to top level.
+[quart](https://pypi.org/project/quart) | 0.19.4 | A Python ASGI web microframework with the same API as Flask
+[rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.5.2 | rapid fuzzy string matching
+[rasterio](https://pypi.org/project/rasterio) | 1.3.10 | Fast and direct raster I/O for use with Numpy and SciPy
+[readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse
+[redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis database and key-value store
+[referencing](https://pypi.org/project/referencing) | 0.31.1 | JSON Referencing + Python
+[regex](https://pypi.org/project/regex) | 2023.10.3 | Alternative regular expression module, to replace re.
+[reportlab](https://pypi.org/project/reportlab) | 4.2.0 | The Reportlab Toolkit
+[requests](https://pypi.org/project/requests) | 2.31.0 | Python HTTP for Humans.
+[requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library.
+[requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 1.0.0 | A utility belt for advanced users of python-requests
+[retrying](https://pypi.org/project/retrying) | 1.3.4 | Retrying
+[rfc3339_validator](https://pypi.org/project/rfc3339_validator) | 0.1.4 | A pure python RFC3339 validator
+[rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986
+[rfc3986_validator](https://pypi.org/project/rfc3986_validator) | 0.1.1 | Pure python rfc3986 validator
+[rich](https://pypi.org/project/rich) | 13.7.1 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal
+[rope](https://pypi.org/project/rope) | 1.12.0 | a python refactoring library...
+[rpds_py](https://pypi.org/project/rpds_py) | 0.13.2 | Python bindings to Rust's persistent data structures (rpds)
+[rtree](https://pypi.org/project/rtree) | 1.1.0 | R-Tree spatial index for Python GIS
+[rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python
+[safetensors](https://pypi.org/project/safetensors) | 0.4.2 | Fast and Safe Tensor serialization
+[scikit_image](https://pypi.org/project/scikit_image) | 0.23.2 | Image processing in Python
+[scikit_learn](https://pypi.org/project/scikit_learn) | 1.5.0 | A set of python modules for machine learning and data mining
+[scipy](https://pypi.org/project/scipy) | 1.13.1 | Fundamental algorithms for scientific computing in Python
+[scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol.
+[scs](https://pypi.org/project/scs) | 3.2.4.post1 | Splitting conic solver
+[seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization
+[send2trash](https://pypi.org/project/send2trash) | 1.8.2 | Send file to trash natively under Mac OS X, Windows and Linux
+[setuptools](https://pypi.org/project/setuptools) | 69.5.1 | Easily download, build, install, upgrade, and uninstall Python packages
+[shapely](https://pypi.org/project/shapely) | 2.0.4 | Manipulation and analysis of geometric objects
+[shellingham](https://pypi.org/project/shellingham) | 1.5.0.post1 | Tool to Detect Surrounding Shell
+[simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.)
+[simplejson](https://pypi.org/project/simplejson) | 3.19.2 | Simple, fast, extensible JSON encoder/decoder for Python
+[simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python.
+[six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities
+[slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable.
+[smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager
+[sniffio](https://pypi.org/project/sniffio) | 1.3.0 | Sniff out which async library your code is running under
+[snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 29 stemmers for 28 languages generated from Snowball algorithms.
+[snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy
+[sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set
+[sounddevice](https://pypi.org/project/sounddevice) | 0.4.6 | Play and Record Sound with Python
+[soupsieve](https://pypi.org/project/soupsieve) | 2.5 | A modern CSS selector implementation for Beautiful Soup.
+[sphinx](https://pypi.org/project/sphinx) | 7.2.6 | Python documentation generator
+[sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 2.0.0 | Read the Docs theme for Sphinx
+[sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books
+[sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document.
+[sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files
+[sphinxcontrib_jquery](https://pypi.org/project/sphinxcontrib_jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases
+[sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript
+[sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document.
+[sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.9 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle)
+[spyder](https://pypi.org/project/spyder) | 5.5.5 | The Scientific Python Development Environment
+[spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.5.2 | Jupyter kernels for Spyder's console
+[sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.28 | Database Abstraction Library
+[sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search
+[sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.36 | CLI tool and Python library for manipulating SQLite databases
+[sqlparse](https://pypi.org/project/sqlparse) | 0.4.3 | A non-validating SQL parser.
+[sspyrs](https://pypi.org/project/sspyrs) | 0.3 | Lightweight interface for SSRS reports to python
+[stack_data](https://pypi.org/project/stack_data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[starlette](https://pypi.org/project/starlette) | 0.37.2 | The little ASGI library that shines.
+[statsmodels](https://pypi.org/project/statsmodels) | 0.14.2 | Statistical computations and models for Python
+[streamlit](https://pypi.org/project/streamlit) | 1.35.0 | A faster way to build and share data apps
+[streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams
+[swifter](https://pypi.org/project/swifter) | 1.3.4 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
+[sympy](https://pypi.org/project/sympy) | 1.12.1 | Computer algebra system (CAS) in Python
+[tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data
+[tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting
+[tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library.
+[tenacity](https://pypi.org/project/tenacity) | 8.1.0 | Retry code until it succeeds
+[terminado](https://pypi.org/project/terminado) | 0.18.1 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library.
+[text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port
+[textdistance](https://pypi.org/project/textdistance) | 4.5.0 | Compute distance between the two texts.
+[threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.5.0 | threadpoolctl
+[three_merge](https://pypi.org/project/three_merge) | 0.1.1 | Simple library for merging two strings with respect to a base one
+[tifffile](https://pypi.org/project/tifffile) | 2023.7.18 | Read and write TIFF files
+[tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | A tiny CSS parser
+[tokenizers](https://pypi.org/project/tokenizers) | 0.15.1 | Fast and Customizable Tokenizers
+[toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language
+[tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser
+[tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer
+[tomlkit](https://pypi.org/project/tomlkit) | 0.12.3 | Style preserving TOML library
+[toolz](https://pypi.org/project/toolz) | 0.12.0 | List processing tools and functional utilities
+[torch](https://pypi.org/project/torch) | 2.2.2 | Tensors and Dynamic neural networks in Python with strong GPU acceleration
+[torchaudio](https://pypi.org/project/torchaudio) | 2.2.2 | An audio package for PyTorch
+[torchmetrics](https://pypi.org/project/torchmetrics) | 1.3.2 | PyTorch native Metrics
+[torchvision](https://pypi.org/project/torchvision) | 0.17.2 | image and video datasets and models for torch deep learning
+[tornado](https://pypi.org/project/tornado) | 6.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
+[tqdm](https://pypi.org/project/tqdm) | 4.66.4 | Fast, Extensible Progress Meter
+[traitlets](https://pypi.org/project/traitlets) | 5.14.1 | Traitlets Python configuration system
+[traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types
+[transformers](https://pypi.org/project/transformers) | 4.38.2 | State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow
+[trio](https://pypi.org/project/trio) | 0.25.1 | A friendly Python library for async concurrency and I/O
+[trove_classifiers](https://pypi.org/project/trove_classifiers) | 2023.2.20 | Canonical source for classifiers on PyPI (pypi.org).
+[twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI
+[typeguard](https://pypi.org/project/typeguard) | 2.13.3 | Run-time type checker for Python
+[typer](https://pypi.org/project/typer) | 0.12.3 | Typer, build great CLIs. Easy to code. Based on Python type hints.
+[typing_extensions](https://pypi.org/project/typing_extensions) | 4.9.0 | Backported and Experimental Type Hints for Python 3.8+
+[tzdata](https://pypi.org/project/tzdata) | 2022.7 | Provider of IANA time zone data
+[tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone
+[uc_micro_py](https://pypi.org/project/uc_micro_py) | 1.0.1 | Micro subset of unicode data files for linkify-it-py projects.
+[ujson](https://pypi.org/project/ujson) | 5.8.0 | Ultra fast JSON encoder and decoder for Python
+[umap_learn](https://pypi.org/project/umap_learn) | 0.5.1 | Uniform Manifold Approximation and Projection
+[uncertainties](https://pypi.org/project/uncertainties) | 3.1.7 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives
+[uri_template](https://pypi.org/project/uri_template) | 1.2.0 | RFC 6570 URI Template Processor
+[urllib3](https://pypi.org/project/urllib3) | 2.0.3 | HTTP library with thread-safe connection pooling, file post, and more.
+[uvicorn](https://pypi.org/project/uvicorn) | 0.29.0 | The lightning-fast ASGI server.
+[vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets
+[virtualenv](https://pypi.org/project/virtualenv) | 20.26.2 | Virtual Python Environment builder
+[waitress](https://pypi.org/project/waitress) | 2.1.2 | Waitress WSGI server
+[wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries
+[wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | Python extension to run WebAssembly binaries
+[wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries
+[watchdog](https://pypi.org/project/watchdog) | 2.2.0 | Filesystem events monitoring
+[watchfiles](https://pypi.org/project/watchfiles) | 0.21.0 | Simple, modern and high performance file watching and code reload in python.
+[wcwidth](https://pypi.org/project/wcwidth) | 0.2.13 | Measures the displayed width of unicode strings in a terminal
+[webcolors](https://pypi.org/project/webcolors) | 1.12 | A library for working with color names and color values formats defined by HTML and CSS.
+[webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content
+[websocket_client](https://pypi.org/project/websocket_client) | 1.8.0 | WebSocket client for Python with low level API options
+[websockets](https://pypi.org/project/websockets) | 12.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692)
+[werkzeug](https://pypi.org/project/werkzeug) | 3.0.3 | The comprehensive WSGI web application library.
+[whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.2 | A patch parsing and application library.
+[wheel](https://pypi.org/project/wheel) | 0.43.0 | A built-package format for Python
+[widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.10 | Jupyter interactive widgets for Jupyter Notebook
+[winpython](http://winpython.github.io/) | 8.2.20240618 | WinPython distribution tools, including WPPM
+[wordcloud](https://pypi.org/project/wordcloud) | 1.9.3 | A little word cloud generator
+[wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching.
+[wsproto](https://pypi.org/project/wsproto) | 1.2.0 | WebSockets state-machine based protocol implementation
+[xarray](https://pypi.org/project/xarray) | 2024.6.0 | N-D labeled arrays and datasets in Python
+[xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.1.9 | A Python module for creating Excel XLSX files.
+[xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa.
+[xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON
+[xyzservices](https://pypi.org/project/xyzservices) | 2023.10.1 | Source of XYZ tiles providers
+[yapf](https://pypi.org/project/yapf) | 0.40.1 | A formatter for Python code.
+[yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library
+[yt_dlp](https://pypi.org/project/yt_dlp) | 2023.7.6 | A youtube-dl fork with additional features and patches
+[zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools
+[zipp](https://pypi.org/project/zipp) | 3.17.0 | Backport of pathlib-compatible object wrapper for zip files
+[zstandard](https://pypi.org/project/zstandard) | 0.22.0 | Zstandard bindings for Python
+
+
diff --git a/changelogs/WinPython-64bit-3.12.4.1_History.md b/changelogs/WinPython-64bit-3.12.4.1_History.md
new file mode 100644
index 00000000..f8710b75
--- /dev/null
+++ b/changelogs/WinPython-64bit-3.12.4.1_History.md
@@ -0,0 +1,246 @@
+ο»Ώ## History of changes for WinPython-64bit 3.12.4.1
+
+The following changes were made to WinPython-64bit distribution since version 3.12.3.0.
+
+
+### Python packages
+
+New packages:
+
+ * [adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) 0.11.0 (A generic entrypoint for ADBC drivers.)
+ * [ansicolors](https://pypi.org/project/ansicolors) 1.1.8 (ANSI colors for Python)
+ * [astropy_iers_data](https://pypi.org/project/astropy_iers_data) 0.2024.4.29.0.28.48 (IERS Earth Rotation and Leap Second tables for the astropy core package)
+ * [cartopy](https://pypi.org/project/cartopy) 0.23.0 (A Python library for cartographic visualizations with Matplotlib)
+ * [dask_expr](https://pypi.org/project/dask_expr) 1.1.2 (High Level Expressions for Dask )
+ * [email_validator](https://pypi.org/project/email_validator) 2.1.1 (A robust email address syntax and deliverability validation library.)
+ * [fastapi_cli](https://pypi.org/project/fastapi_cli) 0.0.4 (Run and manage FastAPI apps from the command line with FastAPI CLI. π)
+ * [httptools](https://pypi.org/project/httptools) 0.6.1 (A collection of framework independent HTTP protocol utils.)
+ * [jaraco_context](https://pypi.org/project/jaraco_context) 5.3.0 (Useful decorators and context managers)
+ * [jaraco_functools](https://pypi.org/project/jaraco_functools) 4.0.1 (Functools like those found in stdlib)
+ * [jupyter_leaflet](https://pypi.org/project/jupyter_leaflet) 0.19.1 (ipyleaflet extensions for JupyterLab and Jupyter Notebook)
+ * [kornia_rs](https://pypi.org/project/kornia_rs) 0.1.3 (Low level implementations for computer vision in Rust)
+ * [pyshp](https://pypi.org/project/pyshp) 2.3.1 (Pure Python read/write support for ESRI Shapefile format)
+ * [typer](https://pypi.org/project/typer) 0.12.3 (Typer, build great CLIs. Easy to code. Based on Python type hints.)
+ * [watchfiles](https://pypi.org/project/watchfiles) 0.21.0 (Simple, modern and high performance file watching and code reload in python.)
+
+Upgraded packages:
+
+ * [accelerate](https://pypi.org/project/accelerate) 0.23.0 β 0.28.0 (Accelerate)
+ * [aiohttp](https://pypi.org/project/aiohttp) 3.9.3 β 3.9.5 (Async http client/server framework (asyncio))
+ * [alabaster](https://pypi.org/project/alabaster) 0.7.13 β 0.7.16 (A light, configurable Sphinx theme)
+ * [alembic](https://pypi.org/project/alembic) 1.12.1 β 1.13.1 (A database migration tool for SQLAlchemy.)
+ * [altair](https://pypi.org/project/altair) 5.2.0 β 5.3.0 (Vega-Altair: A declarative statistical visualization library for Python.)
+ * [anyio](https://pypi.org/project/anyio) 4.3.0 β 4.4.0 (High level compatibility layer for multiple asynchronous event loop implementations)
+ * [anywidget](https://pypi.org/project/anywidget) 0.7.1 β 0.9.12 (custom jupyter widgets made easy)
+ * [array_api_compat](https://pypi.org/project/array_api_compat) 1.4.1 β 1.7.1 (A wrapper around NumPy and other array libraries to make them compatible with the Array API standard)
+ * [asgiref](https://pypi.org/project/asgiref) 3.7.2 β 3.8.1 (ASGI specs, helper code, and adapters)
+ * [astropy](https://pypi.org/project/astropy) 5.3.4 β 6.1.0 (Astronomy and astrophysics core library)
+ * [azure_core](https://pypi.org/project/azure_core) 1.29.5 β 1.30.1 (Microsoft Azure Core Library for Python)
+ * [azure_cosmos](https://pypi.org/project/azure_cosmos) 4.5.1 β 4.6.0 (Microsoft Azure Cosmos Client Library for Python)
+ * [azure_identity](https://pypi.org/project/azure_identity) 1.15.0 β 1.16.0 (Microsoft Azure Identity Library for Python)
+ * [babel](https://pypi.org/project/babel) 2.13.1 β 2.15.0 (Internationalization utilities)
+ * [black](https://pypi.org/project/black) 24.2.0 β 24.4.2 (The uncompromising code formatter.)
+ * [bleach](https://pypi.org/project/bleach) 6.0.0 β 6.1.0 (An easy safelist-based HTML-sanitizing tool.)
+ * [bokeh](https://pypi.org/project/bokeh) 3.4.0 β 3.4.1 (Interactive plots and applications in the browser from Python)
+ * [branca](https://pypi.org/project/branca) 0.6.0 β 0.7.2 (Generate complex HTML+JS pages with Python)
+ * [build](https://pypi.org/project/build) 1.1.1 β 1.2.1 (A simple, correct Python build frontend)
+ * [cachelib](https://pypi.org/project/cachelib) 0.10.2 β 0.13.0 (A collection of cache libraries in the same API interface.)
+ * [cachetools](https://pypi.org/project/cachetools) 5.3.1 β 5.3.3 (Extensible memoizing collections and decorators)
+ * [certifi](https://pypi.org/project/certifi) 2023.11.17 β 2024.6.2 (Python package for providing Mozilla's CA Bundle.)
+ * [charset_normalizer](https://pypi.org/project/charset_normalizer) 3.2.0 β 3.3.2 (The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet.)
+ * [clarabel](https://pypi.org/project/clarabel) 0.7.1 β 0.9.0 (Clarabel Conic Interior Point Solver for Rust / Python)
+ * [colorcet](https://pypi.org/project/colorcet) 3.0.1 β 3.1.0 (Collection of perceptually uniform colormaps)
+ * [comm](https://pypi.org/project/comm) 0.1.4 β 0.2.2 (Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc.)
+ * [contourpy](https://pypi.org/project/contourpy) 1.2.0 β 1.2.1 (Python library for calculating contours of 2D quadrilateral grids)
+ * [cookiecutter](https://pypi.org/project/cookiecutter) 2.3.0 β 2.6.0 (A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template.)
+ * [coverage](https://pypi.org/project/coverage) 7.3.2 β 7.5.3 (Code coverage measurement for Python)
+ * [dash](https://pypi.org/project/dash) 2.14.1 β 2.17.0 (A Python framework for building reactive web-apps. Developed by Plotly.)
+ * [dask](https://pypi.org/project/dask) 2023.10.1 β 2024.5.2 (Parallel PyData with Task Scheduling)
+ * [dask_image](https://pypi.org/project/dask_image) 2023.8.1 β 2024.5.3 (Distributed image processing)
+ * [datasette](https://pypi.org/project/datasette) 0.64.5 β 0.64.6 (An open source multi-tool for exploring and publishing data)
+ * [datashader](https://pypi.org/project/datashader) 0.16.0 β 0.16.2 (Data visualization toolchain based on aggregating into a grid)
+ * [distlib](https://pypi.org/project/distlib) 0.3.6 β 0.3.8 (Distribution utilities)
+ * [distributed](https://pypi.org/project/distributed) 2023.10.1 β 2024.5.2 (Distributed scheduler for Dask)
+ * [django](https://pypi.org/project/django) 4.2.5 β 5.0.6 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.)
+ * [dnspython](https://pypi.org/project/dnspython) 2.4.2 β 2.6.1 (DNS toolkit)
+ * [duckdb](https://pypi.org/project/duckdb) 0.10.1 β 1.0.0 (DuckDB in-process database)
+ * [fast_histogram](https://pypi.org/project/fast_histogram) 0.12 β 0.14 (Fast simple 1D and 2D histograms)
+ * [fastapi](https://pypi.org/project/fastapi) 0.109.1 β 0.111.0 (FastAPI framework, high performance, easy to learn, fast to code, ready for production)
+ * [filelock](https://pypi.org/project/filelock) 3.12.4 β 3.14.0 (A platform independent file lock.)
+ * [flask](https://pypi.org/project/flask) 3.0.2 β 3.0.3 (A simple framework for building complex web applications.)
+ * [folium](https://pypi.org/project/folium) 0.14.0 β 0.16.0 (Make beautiful maps with Leaflet.js & Python)
+ * [fonttools](https://pypi.org/project/fonttools) 4.44.0 β 4.51.0 (Tools to manipulate font files)
+ * [fsspec](https://pypi.org/project/fsspec) 2023.9.2 β 2024.3.1 (File-system specification)
+ * [geopandas](https://pypi.org/project/geopandas) 0.14.0 β 0.14.4 (Geographic pandas extensions)
+ * [geopy](https://pypi.org/project/geopy) 2.4.0 β 2.4.1 (Python Geocoding Toolbox)
+ * [guidata](https://pypi.org/project/guidata) 3.4.1 β 3.5.0 (Automatic GUI generation for easy dataset editing and display)
+ * [hatchling](https://pypi.org/project/hatchling) 1.21.1 β 1.24.2 (Modern, extensible Python build backend)
+ * [holoviews](https://pypi.org/project/holoviews) 1.18.3 β 1.19.0 (A high-level plotting API for the PyData ecosystem built on HoloViews.)
+ * [huggingface_hub](https://pypi.org/project/huggingface_hub) 0.21.4 β 0.23.0 (Client library to download and publish models, datasets and other repos on the huggingface.co hub)
+ * [hvplot](https://pypi.org/project/hvplot) 0.9.2 β 0.10.0 (A high-level plotting API for the PyData ecosystem built on HoloViews.)
+ * [hypercorn](https://pypi.org/project/hypercorn) 0.14.4 β 0.16.0 (A ASGI Server based on Hyper libraries and inspired by Gunicorn)
+ * [hypothesis](https://pypi.org/project/hypothesis) 6.87.1 β 6.100.5 (A library for property-based testing)
+ * [idna](https://pypi.org/project/idna) 3.4 β 3.7 (Internationalized Domain Names in Applications (IDNA))
+ * [imageio](https://pypi.org/project/imageio) 2.31.1 β 2.33.1 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.)
+ * [imbalanced_learn](https://pypi.org/project/imbalanced_learn) 0.12.2 β 0.12.3 (Toolbox for imbalanced dataset in machine learning.)
+ * [importlib_metadata](https://pypi.org/project/importlib_metadata) 6.8.0 β 7.1.0 (Read metadata from Python packages)
+ * [ipycanvas](https://pypi.org/project/ipycanvas) 0.13.1 β 0.13.2 (Interactive widgets library exposing the browser's Canvas API)
+ * [ipyleaflet](https://pypi.org/project/ipyleaflet) 0.18.2 β 0.19.1 (A Jupyter widget for dynamic Leaflet maps)
+ * [ipympl](https://pypi.org/project/ipympl) 0.9.3 β 0.9.4 (Matplotlib Jupyter Extension)
+ * [ipython](https://pypi.org/project/ipython) 8.22.2 β 8.25.0 (IPython: Productive Interactive Computing)
+ * [isort](https://pypi.org/project/isort) 5.12.0 β 5.13.2 (A Python utility / library to sort Python imports.)
+ * [itsdangerous](https://pypi.org/project/itsdangerous) 2.1.2 β 2.2.0 (Safely pass data to untrusted environments and back.)
+ * [jaraco_classes](https://pypi.org/project/jaraco_classes) 3.3.0 β 3.4.0 (Utility functions for Python class constructs)
+ * [joblib](https://pypi.org/project/joblib) 1.3.2 β 1.4.2 (Lightweight pipelining with Python functions)
+ * [jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) 2023.7.1 β 2023.12.1 (The JSON Schema meta-schemas and vocabularies, exposed as a Registry)
+ * [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) 3.0.7 β 4.0.5 (A Jupyter extension for rendering Bokeh content.)
+ * [jupyter_client](https://pypi.org/project/jupyter_client) 8.6.0 β 8.6.2 (Jupyter protocol implementation and client libraries)
+ * [jupyter_core](https://pypi.org/project/jupyter_core) 5.5.0 β 5.7.2 (Jupyter core package. A base package on which Jupyter projects rely.)
+ * [jupyter_events](https://pypi.org/project/jupyter_events) 0.9.0 β 0.10.0 (Jupyter Event System library)
+ * [jupyter_lsp](https://pypi.org/project/jupyter_lsp) 2.2.0 β 2.2.5 (Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server)
+ * [jupyter_server](https://pypi.org/project/jupyter_server) 2.12.5 β 2.14.1 (The backendβi.e. core services, APIs, and REST endpointsβto Jupyter web applications.)
+ * [jupyter_server_terminals](https://pypi.org/project/jupyter_server_terminals) 0.4.4 β 0.5.3 (A Jupyter Server Extension Providing Terminals.)
+ * [jupyterlab](https://pypi.org/project/jupyterlab) 4.1.5 β 4.2.2 (JupyterLab computational environment)
+ * [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) 0.2.2 β 0.3.0 (Pygments theme using JupyterLab CSS variables)
+ * [jupyterlab_server](https://pypi.org/project/jupyterlab_server) 2.25.4 β 2.27.2 (A set of server components for JupyterLab and JupyterLab like applications.)
+ * [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) 3.0.10 β 3.0.11 (Jupyter interactive widgets for JupyterLab)
+ * [keras](https://pypi.org/project/keras) 3.1.1 β 3.3.3 (Multi-backend Keras.)
+ * [keyring](https://pypi.org/project/keyring) 24.2.0 β 25.2.1 (Store and access your passwords safely.)
+ * [kornia](https://pypi.org/project/kornia) 0.7.1 β 0.7.2 (Open Source Differentiable Computer Vision Library for PyTorch)
+ * [langchain](https://pypi.org/project/langchain) 0.1.13 β 0.2.5 (Building applications with LLMs through composability)
+ * [langchain_core](https://pypi.org/project/langchain_core) 0.1.35 β 0.2.7 (Building applications with LLMs through composability)
+ * [langchain_text_splitters](https://pypi.org/project/langchain_text_splitters) 0.0.1 β 0.2.1 (LangChain text splitting utilities)
+ * [langsmith](https://pypi.org/project/langsmith) 0.1.33 β 0.1.77 (Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.)
+ * [lazy_loader](https://pypi.org/project/lazy_loader) 0.3 β 0.4 (Makes it easy to load subpackages and functions on demand.)
+ * [llvmlite](https://pypi.org/project/llvmlite) 0.42.0 β 0.43.0 (lightweight wrapper around basic LLVM functionality)
+ * [lmfit](https://pypi.org/project/lmfit) 1.0.3 β 1.3.1 (Least-Squares Minimization with Bounds and Constraints)
+ * [lxml](https://pypi.org/project/lxml) 5.1.0 β 5.2.2 (Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API.)
+ * [matplotlib](https://pypi.org/project/matplotlib) 3.8.3 β 3.9.0 (Python plotting package)
+ * [matplotlib_inline](https://pypi.org/project/matplotlib_inline) 0.1.6 β 0.1.7 (Inline Matplotlib backend for Jupyter)
+ * [mizani](https://pypi.org/project/mizani) 0.9.2 β 0.11.4 (Scales for Python)
+ * [ml_dtypes](https://pypi.org/project/ml_dtypes) 0.3.2 β 0.4.0 (stand-alone implementation of several NumPy dtype extensions used in machine learning libraries)
+ * [more_itertools](https://pypi.org/project/more_itertools) 9.0.0 β 10.2.0 (More routines for operating on iterables, beyond itertools)
+ * [msvc_runtime](https://pypi.org/project/msvc_runtime) 14.38.33135 β 14.40.33807 (Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories)
+ * [mutagen](https://pypi.org/project/mutagen) 1.46.0 β 1.47.0 (read and write audio tags for many formats)
+ * [mypy](https://pypi.org/project/mypy) 1.9.0 β 1.10.0 (Optional static typing for Python)
+ * [namex](https://pypi.org/project/namex) 0.0.7 β 0.0.8 (A simple utility to separate the implementation of your Python package and its public API surface.)
+ * [nbformat](https://pypi.org/project/nbformat) 5.10.3 β 5.10.4 (The Jupyter Notebook format)
+ * [nest_asyncio](https://pypi.org/project/nest_asyncio) 1.5.6 β 1.6.0 (Patch asyncio to allow nested event loops)
+ * [networkx](https://pypi.org/project/networkx) 3.2.1 β 3.3 (Python package for creating and manipulating graphs and networks)
+ * [notebook](https://pypi.org/project/notebook) 7.1.2 β 7.2.1 (Jupyter Notebook - A web-based notebook environment for interactive computing)
+ * [notebook_shim](https://pypi.org/project/notebook_shim) 0.2.3 β 0.2.4 (A shim layer for notebook traits and config)
+ * [numba](https://pypi.org/project/numba) 0.59.1 β 0.60.0 (compiling Python code using LLVM)
+ * [numexpr](https://pypi.org/project/numexpr) 2.8.7 β 2.10.0 (Fast numerical expression evaluator for NumPy)
+ * [numpydoc](https://pypi.org/project/numpydoc) 1.3 β 1.6.0 (Sphinx extension to support docstrings in Numpy format)
+ * [openai](https://pypi.org/project/openai) 1.14.3 β 1.33.0 (The official Python library for the openai API)
+ * [opencv_python](https://pypi.org/project/opencv_python) 4.9.0.80 β 4.10.0.82 (Wrapper package for OpenCV python bindings.)
+ * [packaging](https://pypi.org/project/packaging) 23.2 β 24.1 (Core utilities for Python packages)
+ * [pandas](https://pypi.org/project/pandas) 2.2.1 β 2.2.2 (Powerful data structures for data analysis, time series, and statistics)
+ * [panel](https://pypi.org/project/panel) 1.4.1 β 1.4.4 (The powerful data exploration & web app framework for Python.)
+ * [papermill](https://pypi.org/project/papermill) 2.5.1a1 β 2.6.0 (Parameterize and run Jupyter and nteract Notebooks)
+ * [parso](https://pypi.org/project/parso) 0.8.3 β 0.8.4 (A Python Parser)
+ * [pillow](https://pypi.org/project/pillow) 10.2.0 β 10.3.0 (Python Imaging Library (Fork))
+ * [pint](https://pypi.org/project/pint) 0.19.2 β 0.23 (Physical quantities module)
+ * [platformdirs](https://pypi.org/project/platformdirs) 3.8.1 β 4.2.2 (A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`.)
+ * [plotly](https://pypi.org/project/plotly) 5.20.0 β 5.22.0 (An open-source, interactive data visualization library for Python)
+ * [plotnine](https://pypi.org/project/plotnine) 0.12.4 β 0.13.6 (A Grammar of Graphics for Python)
+ * [pluggy](https://pypi.org/project/pluggy) 1.0.0 β 1.5.0 (plugin and hook calling mechanisms for python)
+ * [polars](https://pypi.org/project/polars) 0.20.17 β 0.20.31 (Blazingly fast DataFrame library)
+ * [psutil](https://pypi.org/project/psutil) 5.9.5 β 5.9.8 (Cross-platform lib for process and system monitoring in Python.)
+ * [psygnal](https://pypi.org/project/psygnal) 0.9.5 β 0.11.1 (Fast python callback/event system modeled after Qt Signals)
+ * [pyarrow](https://pypi.org/project/pyarrow) 14.0.1 β 16.1.0 (Python library for Apache Arrow)
+ * [pycparser](https://pypi.org/project/pycparser) 2.21 β 2.22 (C parser in Python)
+ * [pycryptodomex](https://pypi.org/project/pycryptodomex) 3.18.0 β 3.20.0 (Cryptographic library for Python)
+ * [pyct](https://pypi.org/project/pyct) 0.4.8 β 0.5.0 (Python package common tasks for users (e.g. copy examples, fetch data, ...))
+ * [pydantic](https://pypi.org/project/pydantic) 2.6.4 β 2.7.1 (Data validation using Python type hints)
+ * [pydantic_core](https://pypi.org/project/pydantic_core) 2.16.3 β 2.18.2 (Core functionality for Pydantic validation and serialization)
+ * [pydeck](https://pypi.org/project/pydeck) 0.8.0 β 0.9.1 (Widget for deck.gl maps)
+ * [pyerfa](https://pypi.org/project/pyerfa) 2.0.1.1 β 2.0.1.4 (Python bindings for ERFA)
+ * [pygments](https://pypi.org/project/pygments) 2.16.1 β 2.18.0 (Pygments is a syntax highlighting package written in Python.)
+ * [pyjwt](https://pypi.org/project/pyjwt) 2.4.0 β 2.8.0 (JSON Web Token implementation in Python)
+ * [pymongo](https://pypi.org/project/pymongo) 4.5.0 β 4.7.2 (Python driver for MongoDB )
+ * [pynndescent](https://pypi.org/project/pynndescent) 0.5.11 β 0.5.12 (Nearest Neighbor Descent)
+ * [pyodbc](https://pypi.org/project/pyodbc) 5.0.1 β 5.1.0 (DB API module for ODBC)
+ * [pyomo](https://pypi.org/project/pyomo) 6.7.0 β 6.7.2 (Pyomo: Python Optimization Modeling Objects)
+ * [pyparsing](https://pypi.org/project/pyparsing) 3.0.9 β 3.1.2 (pyparsing module - Classes and methods to define and execute parsing grammars)
+ * [pyproject_hooks](https://pypi.org/project/pyproject_hooks) 1.0.0 β 1.1.0 (Wrappers to call pyproject.toml-based build backend hooks.)
+ * [pyqtgraph](https://pypi.org/project/pyqtgraph) 0.13.4 β 0.13.7 (Scientific Graphics and GUI Library for Python)
+ * [pyro_ppl](https://pypi.org/project/pyro_ppl) 1.8.4 β 1.9.0 (A Python library for probabilistic modeling and inference)
+ * [pytest](https://pypi.org/project/pytest) 7.4.2 β 8.2.0 (pytest: simple powerful testing with Python)
+ * [Python](http://www.python.org/) 3.12.3 β 3.12.4 (Python programming language with standard library)
+ * [python_dotenv](https://pypi.org/project/python_dotenv) 1.0.0 β 1.0.1 (Read key-value pairs from a .env file and set them as environment variables)
+ * [python_multipart](https://pypi.org/project/python_multipart) 0.0.5 β 0.0.9 (A streaming multipart parser for Python)
+ * [pytoolconfig](https://pypi.org/project/pytoolconfig) 1.2.4 β 1.3.1 (Python tool configuration)
+ * [pyzmq](https://pypi.org/project/pyzmq) 25.1.2 β 26.0.3 (Python bindings for 0MQ)
+ * [qdarkstyle](https://pypi.org/project/qdarkstyle) 3.2 β 3.2.3 (The most complete dark/light style sheet for C++/Python and Qt applications)
+ * [qtconsole](https://pypi.org/project/qtconsole) 5.5.1 β 5.5.2 (Jupyter Qt console)
+ * [rasterio](https://pypi.org/project/rasterio) 1.3.9 β 1.3.10 (Fast and direct raster I/O for use with Numpy and SciPy)
+ * [referencing](https://pypi.org/project/referencing) 0.30.2 β 0.31.1 (JSON Referencing + Python)
+ * [reportlab](https://pypi.org/project/reportlab) 4.0.4 β 4.2.0 (The Reportlab Toolkit)
+ * [requests_toolbelt](https://pypi.org/project/requests_toolbelt) 0.10.1 β 1.0.0 (A utility belt for advanced users of python-requests)
+ * [scikit_image](https://pypi.org/project/scikit_image) 0.22.0 β 0.23.2 (Image processing in Python)
+ * [scikit_learn](https://pypi.org/project/scikit_learn) 1.4.1.post1 β 1.5.0 (A set of python modules for machine learning and data mining)
+ * [scipy](https://pypi.org/project/scipy) 1.12.0 β 1.13.1 (Fundamental algorithms for scientific computing in Python)
+ * [setuptools](https://pypi.org/project/setuptools) 69.2.0 β 69.5.1 (Easily download, build, install, upgrade, and uninstall Python packages)
+ * [shapely](https://pypi.org/project/shapely) 2.0.1 β 2.0.4 (Manipulation and analysis of geometric objects)
+ * [simplejson](https://pypi.org/project/simplejson) 3.17.6 β 3.19.2 (Simple, fast, extensible JSON encoder/decoder for Python)
+ * [soupsieve](https://pypi.org/project/soupsieve) 2.3.2.post1 β 2.5 (A modern CSS selector implementation for Beautiful Soup.)
+ * [spyder](https://pypi.org/project/spyder) 5.5.4 β 5.5.5 (The Scientific Python Development Environment)
+ * [spyder_kernels](https://pypi.org/project/spyder_kernels) 2.5.1 β 2.5.2 (Jupyter kernels for Spyder's console)
+ * [sqlite_bro](https://pypi.org/project/sqlite_bro) 0.12.2 β 0.13.1 (a graphic SQLite Client in 1 Python file)
+ * [stack_data](https://pypi.org/project/stack_data) 0.6.1 β 0.6.3 (Extract data from python stack frames and tracebacks for informative displays)
+ * [starlette](https://pypi.org/project/starlette) 0.35.1 β 0.37.2 (The little ASGI library that shines.)
+ * [statsmodels](https://pypi.org/project/statsmodels) 0.14.1 β 0.14.2 (Statistical computations and models for Python)
+ * [streamlit](https://pypi.org/project/streamlit) 1.32.2 β 1.35.0 (A faster way to build and share data apps)
+ * [sympy](https://pypi.org/project/sympy) 1.12 β 1.12.1 (Computer algebra system (CAS) in Python)
+ * [terminado](https://pypi.org/project/terminado) 0.17.0 β 0.18.1 (Tornado websocket backend for the Xterm.js Javascript terminal emulator library.)
+ * [threadpoolctl](https://pypi.org/project/threadpoolctl) 3.1.0 β 3.5.0 (threadpoolctl)
+ * [tqdm](https://pypi.org/project/tqdm) 4.65.0 β 4.66.4 (Fast, Extensible Progress Meter)
+ * [trio](https://pypi.org/project/trio) 0.25.0 β 0.25.1 (A friendly Python library for async concurrency and I/O)
+ * [uvicorn](https://pypi.org/project/uvicorn) 0.26.0 β 0.29.0 (The lightning-fast ASGI server.)
+ * [virtualenv](https://pypi.org/project/virtualenv) 20.23.0 β 20.26.2 (Virtual Python Environment builder)
+ * [wcwidth](https://pypi.org/project/wcwidth) 0.2.9 β 0.2.13 (Measures the displayed width of unicode strings in a terminal)
+ * [websocket_client](https://pypi.org/project/websocket_client) 1.6.4 β 1.8.0 (WebSocket client for Python with low level API options)
+ * [werkzeug](https://pypi.org/project/werkzeug) 3.0.1 β 3.0.3 (The comprehensive WSGI web application library.)
+ * [winpython](http://winpython.github.io/) 7.5.20240410 β 8.2.20240618 (WinPython distribution tools, including WPPM)
+ * [xarray](https://pypi.org/project/xarray) 2024.2.0 β 2024.6.0 (N-D labeled arrays and datasets in Python)
+
+Removed packages:
+
+ * [ansi2html](https://pypi.org/project/ansi2html) 1.9.1 (Convert text with ANSI color codes to HTML or to LaTeX)
+ * [asciitree](https://pypi.org/project/asciitree) 0.3.3 (Draws ASCII trees.)
+ * [brewer2mpl](https://pypi.org/project/brewer2mpl) 1.4.1 (Connect colorbrewer2.org color maps to Python and matplotlib)
+ * [dataclasses_json](https://pypi.org/project/dataclasses_json) 0.5.7 (Easily serialize dataclasses to and from JSON)
+ * [deprecation](https://pypi.org/project/deprecation) 2.1.0 (A library to handle automated deprecations)
+ * [editables](https://pypi.org/project/editables) 0.3 (Editable installations)
+ * [emcee](https://pypi.org/project/emcee) 3.1.4 (The Python ensemble sampling toolkit for MCMC)
+ * [fasteners](https://pypi.org/project/fasteners) 0.18 (A python package that provides useful locks)
+ * [feather_format](https://pypi.org/project/feather_format) 0.4.1 (Simple wrapper library to the Apache Arrow-based Feather File Format)
+ * [hatch](https://pypi.org/project/hatch) 1.9.3 (Modern, extensible Python project management)
+ * [highspy](https://pypi.org/project/highspy) 1.7.1.dev1 (A thin set of pybind11 wrappers to HiGHS)
+ * [hyperlink](https://pypi.org/project/hyperlink) 21.0.0 (A featureful, immutable, and correct URL for Python.)
+ * [jupyter_packaging](https://pypi.org/project/jupyter_packaging) 0.12.3 (Jupyter Packaging Utilities.)
+ * [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) 0.2.6 (MathJax resources as a Jupyter Server Extension.)
+ * [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) 0.4.0 (Jupyter Sphinx Extensions)
+ * [langchain_community](https://pypi.org/project/langchain_community) 0.0.29 (Community contributed LangChain integrations.)
+ * [loky](https://pypi.org/project/loky) 3.4.0 (A robust implementation of concurrent.futures.ProcessPoolExecutor)
+ * [lz4](https://pypi.org/project/lz4) 4.3.3 (LZ4 Bindings for Python)
+ * [marshmallow](https://pypi.org/project/marshmallow) 3.12.1 (A lightweight library for converting complex datatypes to and from native Python datatypes.)
+ * [marshmallow_enum](https://pypi.org/project/marshmallow_enum) 1.5.1 (Enum field for Marshmallow)
+ * [nbdime](https://pypi.org/project/nbdime) 4.0.1 (Diff and merge of Jupyter Notebooks)
+ * [nbval](https://pypi.org/project/nbval) 0.9.6 (A py.test plugin to validate Jupyter notebooks)
+ * [numcodecs](https://pypi.org/project/numcodecs) 0.12.1 (A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.)
+ * [pyaml](https://pypi.org/project/pyaml) 20.4.0 (PyYAML-based module to produce pretty and readable YAML-serialized data)
+ * [pygad](https://pypi.org/project/pygad) 3.2.0 (PyGAD: A Python Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch).)
+ * [pyopengl](https://pypi.org/project/pyopengl) 3.1.7 (Standard OpenGL bindings for Python)
+ * [pystache](https://pypi.org/project/pystache) 0.5.4 (Mustache for Python)
+ * [scikit_optimize](https://pypi.org/project/scikit_optimize) 0.10.1 (Sequential model-based optimization toolbox.)
+ * [snakeviz](https://pypi.org/project/snakeviz) 2.1.0 (A web-based viewer for Python profiler output)
+ * [supersmoother](https://pypi.org/project/supersmoother) 0.4 (Python implementation of Friedman's Supersmoother)
+ * [typing_inspect](https://pypi.org/project/typing_inspect) 0.8.0 (Runtime inspection utilities for typing module.)
+ * [userpath](https://pypi.org/project/userpath) 1.8.0 (Cross-platform tool for adding locations to the user PATH)
+ * [zarr](https://pypi.org/project/zarr) 2.16.1 (An implementation of chunked, compressed, N-dimensional arrays for Python)
+
+
+
+* * *
diff --git a/changelogs/WinPythondot-64bit-3.12.4.1.md b/changelogs/WinPythondot-64bit-3.12.4.1.md
new file mode 100644
index 00000000..644564c7
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.12.4.1.md
@@ -0,0 +1,29 @@
+## WinPython 3.12.4.1dot
+
+The following packages are included in WinPython-64bit v3.12.4.1dot .
+
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.12.4 | Python programming language with standard library
+[build](https://pypi.org/project/build) | 1.2.1 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.40.33807 | Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories
+[packaging](https://pypi.org/project/packaging) | 24.1 | Core utilities for Python packages
+[pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages.
+[pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.1.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 69.5.1 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[wheel](https://pypi.org/project/wheel) | 0.43.0 | A built-package format for Python
+[winpython](http://winpython.github.io/) | 8.2.20240618 | WinPython distribution tools, including WPPM
+
+
diff --git a/changelogs/WinPythondot-64bit-3.12.4.1_History.md b/changelogs/WinPythondot-64bit-3.12.4.1_History.md
new file mode 100644
index 00000000..f2f8bca7
--- /dev/null
+++ b/changelogs/WinPythondot-64bit-3.12.4.1_History.md
@@ -0,0 +1,21 @@
+ο»Ώ## History of changes for WinPython-64bit 3.12.4.1dot
+
+The following changes were made to WinPython-64bit distribution since version 3.12.3.0dot.
+
+
+### Python packages
+
+Upgraded packages:
+
+ * [build](https://pypi.org/project/build) 1.1.1 β 1.2.1 (A simple, correct Python build frontend)
+ * [msvc_runtime](https://pypi.org/project/msvc_runtime) 14.38.33135 β 14.40.33807 (Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories)
+ * [packaging](https://pypi.org/project/packaging) 23.2 β 24.1 (Core utilities for Python packages)
+ * [pyproject_hooks](https://pypi.org/project/pyproject_hooks) 1.0.0 β 1.1.0 (Wrappers to call pyproject.toml-based build backend hooks.)
+ * [Python](http://www.python.org/) 3.12.3 β 3.12.4 (Python programming language with standard library)
+ * [setuptools](https://pypi.org/project/setuptools) 69.2.0 β 69.5.1 (Easily download, build, install, upgrade, and uninstall Python packages)
+ * [sqlite_bro](https://pypi.org/project/sqlite_bro) 0.12.2 β 0.13.1 (a graphic SQLite Client in 1 Python file)
+ * [winpython](http://winpython.github.io/) 7.5.20240410 β 8.2.20240618 (WinPython distribution tools, including WPPM)
+
+
+
+* * *
diff --git a/changelogs/WinPythondot-64bit-3.13.0.0.md b/changelogs/WinPythondot-64bit-3.13.0.0.md
index ff256daf..6e46936c 100644
--- a/changelogs/WinPythondot-64bit-3.13.0.0.md
+++ b/changelogs/WinPythondot-64bit-3.13.0.0.md
@@ -1,6 +1,6 @@
## WinPython 3.13.0.0dot
-The following packages are included in WinPython-64bit v3.13.0.0dot a6.
+The following packages are included in WinPython-64bit v3.13.0.0dot b2b.
@@ -15,15 +15,16 @@ Name | Version | Description
Name | Version | Description
-----|---------|------------
[Python](http://www.python.org/) | 3.13.0 | Python programming language with standard library
-[build](https://pypi.org/project/build) | 1.1.1 | A simple, correct Python build frontend
+[build](https://pypi.org/project/build) | 1.2.1 | A simple, correct Python build frontend
[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
-[msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.38.33135 | Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories
-[packaging](https://pypi.org/project/packaging) | 23.2 | Core utilities for Python packages
+[interpreters_pep_734](https://pypi.org/project/interpreters_pep_734) | 0.1.0 | Use this module to try out multiple interpreters and a per-interpreter GIL in Python 3.13+. Do not use this for anything important yet.
+[msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.40.33807 | Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories
+[packaging](https://pypi.org/project/packaging) | 24.1 | Core utilities for Python packages
[pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages.
-[pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.0.0 | Wrappers to call pyproject.toml-based build backend hooks.
-[setuptools](https://pypi.org/project/setuptools) | 69.2.0 | Easily download, build, install, upgrade, and uninstall Python packages
-[sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file
+[pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.1.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 69.5.1 | Easily download, build, install, upgrade, and uninstall Python packages
+[sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
[wheel](https://pypi.org/project/wheel) | 0.43.0 | A built-package format for Python
-[winpython](http://winpython.github.io/) | 7.5.20240410 | WinPython distribution tools, including WPPM
+[winpython](http://winpython.github.io/) | 8.2.20240618 | WinPython distribution tools, including WPPM
diff --git a/changelogs/WinPythonfree-64bit-3.13.0.0.md b/changelogs/WinPythonfree-64bit-3.13.0.0.md
new file mode 100644
index 00000000..b9bcae3a
--- /dev/null
+++ b/changelogs/WinPythonfree-64bit-3.13.0.0.md
@@ -0,0 +1,46 @@
+## WinPython 3.13.0.0free
+
+The following packages are included in WinPython-64bit v3.13.0.0free b2b.
+
+
+
+### Tools
+
+Name | Version | Description
+-----|---------|------------
+
+
+### Python packages
+
+Name | Version | Description
+-----|---------|------------
+[Python](http://www.python.org/) | 3.13.0 | Python programming language with standard library
+[appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir".
+[asttokens](https://pypi.org/project/asttokens) | 2.4.1 | Annotate AST trees with source code positions
+[build](https://pypi.org/project/build) | 1.2.1 | A simple, correct Python build frontend
+[colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text.
+[decorator](https://pypi.org/project/decorator) | 5.1.1 | Decorators for Humans
+[executing](https://pypi.org/project/executing) | 2.0.1 | Get the currently executing AST node of a frame, and other information
+[interpreters_pep_734](https://pypi.org/project/interpreters_pep_734) | 0.1.0 | Use this module to try out multiple interpreters and a per-interpreter GIL in Python 3.13+. Do not use this for anything important yet.
+[ipython](https://pypi.org/project/ipython) | 8.25.0 | IPython: Productive Interactive Computing
+[jedi](https://pypi.org/project/jedi) | 0.19.1 | An autocompletion tool for Python that can be used for text editors.
+[matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.7 | Inline Matplotlib backend for Jupyter
+[msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.40.33807 | Install the Microsoftβ’ Visual C++β’ runtime DLLs to the sys.prefix and Scripts directories
+[packaging](https://pypi.org/project/packaging) | 24.1 | Core utilities for Python packages
+[parso](https://pypi.org/project/parso) | 0.8.4 | A Python Parser
+[pip](https://pypi.org/project/pip) | 24.1b1 | The PyPA recommended tool for installing Python packages.
+[prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.43 | Library for building powerful interactive command lines in Python
+[ptpython](https://pypi.org/project/ptpython) | 3.0.26 | Python REPL build on top of prompt_toolkit
+[pure_eval](https://pypi.org/project/pure_eval) | 0.2.2 | Safely evaluate AST nodes without side effects
+[pygments](https://pypi.org/project/pygments) | 2.18.0 | Pygments is a syntax highlighting package written in Python.
+[pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.1.0 | Wrappers to call pyproject.toml-based build backend hooks.
+[setuptools](https://pypi.org/project/setuptools) | 69.5.1 | Easily download, build, install, upgrade, and uninstall Python packages
+[six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities
+[sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | a graphic SQLite Client in 1 Python file
+[stack_data](https://pypi.org/project/stack_data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays
+[traitlets](https://pypi.org/project/traitlets) | 5.14.1 | Traitlets Python configuration system
+[wcwidth](https://pypi.org/project/wcwidth) | 0.2.13 | Measures the displayed width of unicode strings in a terminal
+[wheel](https://pypi.org/project/wheel) | 0.43.0 | A built-package format for Python
+[winpython](http://winpython.github.io/) | 8.2.20240618 | WinPython distribution tools, including WPPM
+
+
diff --git a/changelogs/WinPythonfree-64bit-3.13.0.0_History.md b/changelogs/WinPythonfree-64bit-3.13.0.0_History.md
new file mode 100644
index 00000000..1a4a9ff6
--- /dev/null
+++ b/changelogs/WinPythonfree-64bit-3.13.0.0_History.md
@@ -0,0 +1,8 @@
+ο»Ώ## History of changes for WinPython-64bit 3.13.0.0free
+
+The following changes were made to WinPython-64bit distribution since version 3.13.0.0free.
+
+
+
+
+* * *
diff --git a/changelogs/md5_sha1.txt b/changelogs/md5_sha1.txt
index d9d3af90..04a7c92f 100644
--- a/changelogs/md5_sha1.txt
+++ b/changelogs/md5_sha1.txt
@@ -1,3 +1,14 @@
+### WinPython 2024-03 release (June 22th, 2024)
+
+
+ MD5 | SHA-1 | SHA-256 | Binary | Size | blake2b-256
+---------------------------------|------------------------------------------|------------------------------------------------------------------|-----------------------------------|--------------------|-----------------------------------------------------------------
+ea2f0d6a1e44c2b08b1706541e0588e1 | 5f04216632e3f5f0ecd58d634efbdde11dc7e3c0 | 0b2bd40fec6c15eb61f113262d9d2dc0a957282dfcb89a017140e06ad932e1d2 | Winpython64-3.12.4.1dot.exe | 24 167 661 Bytes | f66f57d3994f32fc5e2274b79c740fc98560977cd0a698c596ceebf347b76c4f
+bf2fb1452b011b1a729c5682f9883e7f | 9549c5d16fbfee8669e7b923d8dbfec32cf6b204 | 08903f02514f59c891e3d56d3ff0d092a7d8571daf66237a5a2c2698068981ec | Winpython64-3.12.4.1.exe | 906 901 445 Bytes | adcc4a1c104e3b9c529c5c4fa86d8edf49caf18aa3fce641210bb752d1a18bfb
+b944d4a32b2973f378cee4cab958d621 | a7ed44fb8fd1cda710dadf1f0d181cc78df91c34 | b4cb7a28284eb36ab0abffc9c751e2302e40430af0af930c365816e33c84a528 | Winpython64-3.13.0.0dotb2b.exe | 24 443 923 Bytes | d131db5b89594380c4b653d30fdda1a7d2344c86715d47d52c6bfe1761c39913
+38e87ff395374b09f90bdd4868a996b0 | a0421a5f41ac6e6a69629f4f0d2258f3f219ce23 | 08f9a6f75816045d26e38babbde4a04c7da36b7f07863332548fb586a59bcd4b | Winpython64-3.13.0.0freeb2b.exe | 30 644 666 Bytes | aa877cc35e9e47450991d569277fe203708857be231baaa0149f78ddf7110545
+
+
### WinPython 2024-02 release (April 19th, 2024)
MD5 | SHA-1 | SHA-256 | Binary | Size | blake2b-256