From 0533c2d7d8ce451d70a2ef0987d67a2033e84c04 Mon Sep 17 00:00:00 2001 From: Antonia Gaete Date: Mon, 8 Jan 2024 10:51:15 -0800 Subject: [PATCH] Updated current projects and OpenCE pages --- content/services/opence.md | 368 ++++++++++++++++++++++++- data/aarch64_open_source_projects.yml | 2 + data/powerdev_open_source_projects.yml | 4 +- data/projects.yml | 2 - 4 files changed, 365 insertions(+), 11 deletions(-) diff --git a/content/services/opence.md b/content/services/opence.md index da5acbf..fd417e6 100644 --- a/content/services/opence.md +++ b/content/services/opence.md @@ -1,15 +1,374 @@ --- title: Open-CE -author: Ken Lett +author: Maximillian Schmidt, Ken Lett slug: /powerdev/opence --- The Open Source Lab (OSUOSL) and Center for Genome Research and Biocomputing (CGRB) partner with IBM and OpenPOWER in order to provide a download resources around Open-CE. Open-CE is a community driven software distribution for machine learning that runs on standard Linux platforms with NVIDIA GPU technologies. -- [Current release](#opence-release-1.7.2) +- [Current release](#open-ce-release-193) - [Previous releases](#previous-releases) +Open-CE Release 1.9.3 +--------------------- + +*Release date: 12/20/2023* + +This is bug fix release 3 of release 1.9. No other additions have been made since 1.9.1. + +**What's new** + +- Various bugs fixed +- Updated packages + + - xgboost 1.7.6 + - DALI 1.26 + - mamba 1.4.2 + - Onnxruntime 1.15.1 + - Pytorch 2.0.1 + - Ray 2.5.0 + - Tensorboard 2.12.2 + - Tensorflow-addons 0.19.0 + - Tensorflow Serving 2.12.1 + - Apache-beam 2.48.0 + +- This release of Open-CE supports: + + - NVIDIA's CUDA version 11.8 + - Python 3.9 and 3.10 + +- All the packages are built with openssl 1.*. + + +**Learn more** + +Get information about planning, configuring, and managing Open-CE 1.9 Below: + +- [Planning](#planning) +- [System setup](#system-setup) +- [Setting up the software repository](#setting-up-the-software-repository) +- [Creating conda environments (recommended)](#creating-conda-environments-recommended) +- [Installing the MLDL frameworks](#installing-frameworks-individually) +- [Uninstalling the MLDL frameworks](#uninstalling-the-mldl-frameworks) + +Planning +-------- + +We recommend users use one of the listed operating systems listed below. This is a standard conda repository and can be added to any conda install. Conda must be configured to give priority to installing packages from this channel. + +System setup +------------ + +Open-CE can be installed and run directly on a bare-metal RHEL and Ubuntu based systems. + +### Supported hardware: + +- IBM Power System IC922 with NVIDIA Tesla T4 GPUs +- IBM Power System AC922 with NVIDIA Tesla V100 GPUs +- x86_64 systems with NVIDIA Tesla V100 or P100 GPUs + +### Supported operating systems: + +- ppc64le + + - Community Enterprise Operating System (CentOS) 8.1-6 + - Red Hat Enterprise Linux for POWER LE 8.1-6 + - Rocky / Alma Linux 8.1-6 + - Ubuntu 20.04.1 + + +- x86 + + - Community Enterprise Operating System (CentOS) 7.8, 8.x + - Red Hat Enterprise Linux for POWER LE 7.8, 8.1-6, 9.0 + - Rocky / Alma Linux 8.1-6, 9.0 + - Ubuntu 20.04.1-4, 22.04.x + + +### Required 3rd party software: + +- NVIDIA GPU driver 520.61.05 +- CUDA version 11.8 + +Installing the Open-CE Repository and Frameworks +------------------------------------------------ + +### Setting up the software repository + +The Open-CE MLDL packages are distributed as conda packages in an online conda repository. Conda must be configured to give priority to installing packages from this channel. + +Add the Open-CE channel to the conda configuration by running the following command: + + ``` + conda config --prepend channels https://ftp.osuosl.org/pub/open-ce/current/ + ``` + +### Creating conda environments (recommended) + +With conda, you can create environments that have different versions of Python or packages installed in them. Conda environments are optional but recommended. If not used, packages are installed in the default environment called base, which often has a higher risk of containing conflicting packages or dependencies. Switching between environments is called activating the environment. + +The syntax to create and activate a conda environment is: + + ``` + conda create --name python= + conda activate + ``` + +**Note**: It is recommended that you specify the Python version when creating a new environment. If you do not specify the version, Python 3.7 is installed when any package that requires Python are installed. + +The only valid Python versions with Open-CE 1.9 are Python 3.9 and 3.10. + +For example, to create an environment named opence_env with Python 3.9: + + ``` + conda create --name opence_env python=3.9 + 0conda activate opence_env + ``` + +For more information on what you can do with conda environment see https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html. + +Note: Open-CE should be run as a non-privileged user and not root. The Open-CE components are designed to be usable by normal users, and the pre-installed docker images provide a non-root user by default. Some of the Open-CE components will give warnings or will fail when run as root. + +### Installing frameworks individually + +You can install the MLDL frameworks individually. The framework packages include the following versions. + +**Table 1. Framework packages (Open-CE 1.9.1)** + +Package | Version | Description | Available on ppc64le | Available on x86 | noarch +-------------------------------------- | ---------- | -------------------------------------------------------------------------------- | -------------------- | ---------------- | ------ +_pytorch_select | 2 | Package used to select the specific PyTorch build variant | X | tbd | +_tensorflow_select | 2 | Package used to select the specific Tensorflow build variant | X | tbd | +absl-py | 1.0.0 | This repository is a collection of Python library code for building... | X | tbd | +aioredis | 2.0.1 | asyncio (PEP 3156) Redis support | X | tbd | X +aiorwlock | 1.3.0 | Read write lock for asyncio. | X | tbd | X +apache-beam | 2.48.0 | Apache Beam: An advanced unified programming model | X | tbd | +array-record | 0.2.0 | A new file format derived from Riegeli | X | tbd | +arrow-cpp | 11.0.0 | C++ libraries for Apache Arrow | X | tbd | +arrow-cpp-proc | 11.0.0 | A meta-package to select Arrow build variant | X | tbd | +arviz | 0.14.0 | Exploratory analysis of Bayesian models with Python | X | tbd | X +av | 10.0.0 | Pythonic bindings for FFmpeg. | X | tbd | +bazel | 5.3.0 | build system originally authored by Google | X | tbd | +bazel-toolchain | 0.1.5 | Helper script to generate a crosscompile toolchain for Bazel with the... | X | tbd | +black | 22.12.0 | The uncompromising code formatter. | X | tbd | +blas | 1 | | X | tbd | +blessed | 1.19.1 | Easy, practical library for making terminal apps, by providing an... | X | tbd | X +boost_mp11 | 1.76.0 | C++11 metaprogramming library | X | tbd | +bsddb3 | 6.2.9 | Python bindings for Oracle Berkeley DB | X | tbd | +cargo-bundle-licenses | 0.4.0 | Bundle thirdparty licenses for Cargo projects into a single file. | X | tbd | +cfitsio | 3.47 | A library for reading and writing FITS files | X | tbd | +cli11 | 2.2.0 | CLI11 is a command line parser for C++11 and beyond that provides a... | X | tbd | +cloudpickle | 2.2.1 | Extended pickling support for Python objects | X | tbd | X +cmake | 3.26.4 | CMake is an extensible, open-source system that manages the build process | X | tbd | +cmdstan | 2.31.0 | CmdStan, the command line interface to Stan | X | tbd | +cmdstanpy | 1.1.0 | CmdStanPy is a lightweight interface to Stan for Python users which... | X | tbd | X +coin-or-cbc | 2.10.7 | COIN-OR branch and cut (Cbc) | X | tbd | +coin-or-cgl | 0.60.6 | COIN-OR Cut Generation Library (Cgl) | X | tbd | +coin-or-clp | 1.17.7 | COIN-OR linear programming (Clp) | X | tbd | +coin-or-osi | 0.108.7 | Coin OR Open Solver Interface (OSI) | X | tbd | +coin-or-utils | 2.11.6 | COIN-OR Utilities (CoinUtils) | X | tbd | +coincbc | 2.10.7 | COIN-OR branch and cut (Cbc) | X | tbd | X +crcmod | 1.7 | CRC Generator | X | tbd | +cudatoolkit | 11.8.0 | CUDA Toolkit - Including CUDA runtime | X | tbd | +cudatoolkit-dev | 11.8.0 | Develop, Optimize and Deploy GPU-accelerated Apps | X | tbd | +cudnn | 8.8.1_11.8 | The NVIDIA CUDA Deep Neural Network library. A GPU-accelerated library... | X | tbd | +dali | 1.26.0 | A library containing both highly optimized building blocks and an... | X | tbd | +dali-ffmpeg | 5.1.1 | Cross-platform solution to record, convert and stream audio and video. | X | tbd | +dali-tf-plugin | 1.26.0 | A library containing both highly optimized building blocks and an... | X | tbd | +datasets | 2.10.1 | HuggingFace/Datasets is an open library of NLP datasets. | X | tbd | X +dateutils | 0.6.12 | Various utilities for working with date and datetime objects | X | tbd | X +deepdiff | 5.8.1 | Deep Difference and Search of any Python object/data. | X | tbd | X +deepspeed | 0.8.3 | DeepSpeed Library: An easy-to-use deep learning optimization software suite. | X | tbd | +dill | 0.3.1.1 | Serialize all of python (almost) | X | tbd | X +dm-tree | 0.1.7 | A library for working with nested data structures. | X | tbd | +eigen | 3.4.0 | C++ template library for linear algebra | X | tbd | +etils | 1.0.0 | Collection of eclectic utils for python. | X | tbd | X +fastapi | 0.85.1 | FastAPI framework, high performance, easy to learn, fast to code, ready... | X | tbd | X +fire | 0.4.0 | Python Fire is a library for creating command line interfaces (CLIs)... | X | tbd | X +gmock | 1.13.0 | Google's C++ test framework | X | tbd | +googledrivedownloader | 0.4 | Minimal class to download shared files from Google Drive. | X | tbd | X +grpc-cpp | 1.41.0 | gRPC - A high-performance, open-source universal RPC framework | X | tbd | +grpcio | 1.51.3 | HTTP/2-based RPC framework | X | tbd | +gtest | 1.13.0 | Google's C++ test framework | X | tbd | +hatch-fancy-pypi-readme | 22.8.0 | Fancy PyPI READMEs with Hatch | X | tbd | X +hjson-py | 3.1.0 | Hjson, a user interface for JSON. | X | tbd | X +horovod | 0.28.0 | Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. | X | tbd | +httplib2 | 0.19.1 | A comprehensive HTTP client library | X | tbd | X +inquirer | 2.10.1 | Collection of common interactive command line user interfaces, based on... | X | tbd | X +java-11-openjdk-cos7-ppc64le | 11.0.6.10 | (CDT) OpenJDK Runtime Environment | X | tbd | X +java-11-openjdk-devel-cos7-ppc64le | 11.0.6.10 | (CDT) OpenJDK Development Toolkit | X | tbd | X +java-11-openjdk-headless-cos7-ppc64le | 11.0.6.10 | (CDT) The OpenJDK runtime environment without audio and video support | X | tbd | X +jax | 0.4.7 | Differentiate, compile, and transform Numpy code | X | tbd | +jaxlib | 0.4.7 | Composable transformations of Python+NumPy programs: differentiate,... | X | tbd | +jpeg-turbo | 2.1.4 | IJG JPEG compliant runtime library with SIMD and other optimizations | X | tbd | +keras | 2.12.0 | Deep Learning for Python | X | tbd | +libabseil | 20230125 | Abseil Common Libraries (C++) | X | tbd | +libdate | 3.0.1 | A date and time library based on the C++11/14/17 header | X | tbd | +libevent | 2.1.11 | An event notification library. | X | tbd | +libflac | 1.3.3 | Flac audio format | X | tbd | +liblightgbm | 3.3.5 | Light Gradient Boosting Machine that uses tree based learning algorithms | X | tbd | +libmamba | 1.4.2 | A fast drop-in alternative to conda, using libsolv for dependency resolution | X | tbd | +libmambapy | 1.4.2 | A fast drop-in alternative to conda, using libsolv for dependency resolution | X | tbd | +libnetcdf | 4.8.1 | Libraries and data formats that support array-oriented scientific data. | X | tbd | +libopenblas | 0.3.23 | An Optimized BLAS library | X | tbd | +libopenblas-static | 0.3.23 | OpenBLAS static libraries. | X | tbd | +libopencv | 4.7.0 | Computer vision and machine learning software library. | X | tbd | +libortools | 9.6 | Google Operations Research Tools (or-tools) python package | X | tbd | +libprotobuf | 3.21.12 | Protocol Buffers - Google's data interchange format. C++ Libraries... | X | tbd | +libprotobuf-static | 3.21.12 | Protocol Buffers - Google's data interchange format. C++ Libraries... | X | tbd | +libsndfile | 1.0.31 | libsndfile - a C library for reading and writing files containing... | X | tbd | +libtar | 1.2.20 | C library for manipulating tar files | X | tbd | +libtensorflow | 2.12.0 | TensorFlow is a machine learning library, base GPU package, tensorflow only. | X | tbd | +libxgboost | 1.7.6 | Scalable, Portable and Distributed Gradient Boosting Library | X | tbd | +lightgbm | 3.3.5 | Light Gradient Boosting Machine that uses tree based learning algorithms | X | tbd | +lightgbm-proc | 3.3.5 | Light Gradient Boosting Machine that uses tree based learning algorithms | X | tbd | +lightning-app | 2.0.1 | Use Lightning Apps to build everything from production-ready,... | X | tbd | X +lightning-cloud | 0.5.32 | Lightning Cloud. | X | tbd | X +lightning-fabric | 2.0.1 | Use Lightning Apps to build everything from production-ready,... | X | tbd | X +lightning-utilities | 0.8.0 | Lightning Utilities. | X | tbd | X +llvm-openmp | 14.0.6 | The OpenMP API supports multi-platform shared-memory parallel... | X | tbd | +magma | 2.6.1 | Dense linear algebra library similar to LAPACK but for... | X | tbd | +mamba | 1.4.2 | A fast drop-in alternative to conda, using libsolv for dependency resolution | X | tbd | +maturin | 0.13.2 | Build and publish crates with pyo3, rust-cpython and cffi bindings as... | X | tbd | +ml_dtypes | 0.1.0 | A stand-alone implementation of several NumPy dtype extensions used in... | X | tbd | +mypy-protobuf | 3.1.0 | Generate mypy stub files from protobuf specs | X | tbd | X +nasm | 2.15.05 | Netwide Assembler: an assembler targetting the Intel x86 series of processors. | X | tbd | +nccl | 2.17.1 | NVIDIA Collective Communications Library. Implements multi-GPU and... | X | tbd | +nomkl | 3 | None | X | tbd | +numactl | 2.0.16 | Control NUMA policy for processes or shared memory | X | tbd | +nvcc_linux-ppc64le | 11.8 | A meta-package to enable the right nvcc. | X | tbd | +objsize | 0.6.1 | Traversal over Python's objects subtree and calculate the total... | X | tbd | X +onnx | 1.13.1 | Open Neural Network Exchange library | X | tbd | +onnxconverter-common | 1.13.0 | Common utilities for ONNX converters | X | tbd | X +onnxmltools | 1.11.2 | ONNXMLTools enables conversion of models to ONNX | X | tbd | X +onnxruntime | 1.15.1 | cross-platform, high performance ML inferencing and training accelerator | X | tbd | +openblas | 0.3.23 | An optimized BLAS library | X | tbd | +openblas-devel | 0.3.23 | OpenBLAS headers and libraries for developing software that used OpenBLAS. | X | tbd | +opencensus | 0.7.13 | OpenCensus - A stats collection and distributed tracing framework | X | tbd | X +opencv | 4.7.0 | Computer vision and machine learning software library. | X | tbd | +openmpi | 4.1.4 | An open source Message Passing Interface implementation. | X | tbd | +optional-lite | 3.4.0 | A C++17-like optional, a nullable object for C++98, C++11 and later in... | X | tbd | +orbit-ml | 1.1.4.2 | Orbit is a package for bayesian time series modeling and inference. | X | tbd | +orc | 1.8.2 | C++ libraries for Apache ORC | X | tbd | +ordered-set | 4.1.0 | A MutableSet that remembers its order, so that every entry has an index. | X | tbd | X +orjson | 3.8.0 | orjson is a fast, correct JSON library for Python. | X | tbd | +ortools-cpp | 9.6 | Google Operations Research Tools (or-tools) python package | X | tbd | +ortools-python | 9.6 | Google Operations Research Tools (or-tools) python package | X | tbd | +prophet | 1.1.2 | Automatic Forecasting Procedure | X | tbd | +protobuf | 4.21.12 | Protocol Buffers - Google's data interchange format. | X | tbd | +py-opencv | 4.7.0 | Computer vision and machine learning software library. | X | tbd | +pyarrow | 11.0.0 | Python libraries for Apache Arrow | X | tbd | +pybind11 | 2.9.2 | Seamless operability between C++11 and Python | X | tbd | +pybind11-abi | 4 | Seamless operability between C++11 and Python | X | tbd | X +pybind11-global | 2.9.2 | Seamless operability between C++11 and Python | X | tbd | +pydot | 1.4.1 | Python interface to Graphviz's Dot | X | tbd | +pyink | 23.1.1 | Pyink is a python formatter, forked from Black with slightly different behavior. | X | tbd | X +pyro-api | 0.1.2 | Generic API for dispatch to Pyro backends. | X | tbd | X +pyro-ppl | 1.8.4 | A Python library for probabilistic modeling and inference | X | tbd | X +python-multipart | 0.0.5 | A streaming multipart parser for Python. | X | tbd | X +pytorch | 2.0.1 | Meta-package to install GPU-enabled PyTorch variant | X | tbd | +pytorch-base | 2.0.1 | PyTorch is an optimized tensor library for deep learning using GPUs and CPUs. | X | tbd | +pytorch-cpu | 2.0.1 | Meta-package to install CPU-only PyTorch variant | X | tbd | +pytorch-lightning | 2.0.1 | PyTorch Lightning is the lightweight PyTorch wrapper for ML... | X | tbd | X +pytorch-lightning-bolts | 0.6.0 | Pretrained SOTA Deep Learning models, callbacks and more for research... | X | tbd | X +pytorch_geometric | 2.3.0 | Geometric Deep Learning Extension Library for PyTorch | X | tbd | X +pytorch_scatter | 2.1.1 | PyTorch Extension Library of Optimized Scatter Operations | X | tbd | +pytorch_sparse | 0.6.17 | PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations | X | tbd | +ray-air | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-all | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-core | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-dashboard | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-data | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-default | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-k8s | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-rllib | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-serve | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-train | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +ray-tune | 2.5.0 | Ray is a fast and simple framework for building and running distributed... | X | tbd | +rdflib | 6.1.1 | RDFLib is a Python library for working with RDF, a simple yet powerful... | X | tbd | X +readchar | 4.0.3 | Library to easily read single chars and key strokes. | X | tbd | X +rust | 1.65.0 | Rust is a systems programming language that runs blazingly fast,... | X | tbd | +rust-std-powerpc64le-unknown-linux-gnu | 1.65.0 | Rust is a systems programming language that runs blazingly fast,... | X | tbd | X +rust_linux-ppc64le | 1.65.0 | A safe systems programming language (conda activation scripts) | X | tbd | +safeint | 3.0.26 | SafeInt is a class library for C++ that manages integer overflows. | X | tbd | +sentencepiece | 0.1.97 | An unsupervised text tokenizer and detokenizer mainly for Neural... | X | tbd | +setuptools-rust | 1.5.1 | Setuptools rust extension plugin | X | tbd | X +skl2onnx | 1.14 | Convert scikit-learn models and pipelines to ONNX | X | tbd | X +sklearn-pandas | 2.1.0 | Pandas integration with sklearn | X | tbd | X +starlette | 0.20.4 | The little ASGI framework that shines. ✨ | X | tbd | X +starlette-full | 0.20.4 | The little ASGI framework that shines. ✨ | X | tbd | X +starsessions | 1.3.0 | Pluggable session support for Starlette. | X | tbd | X +tensorboard | 2.12.2 | TensorFlow's Visualization Toolkit. | X | tbd | X +tensorboard-data-server | 0.7.0 | Data server for TensorBoard | X | tbd | X +tensorflow | 2.12.0 | Meta-package to install GPU-enabled TensorFlow variant | X | tbd | +tensorflow-addons | 0.19.0 | A library that implements new functionality not available in core TensorFlow. | X | tbd | +tensorflow-addons-proc | 0.19.0 | A meta-package to select TensorFlow addons build variant | X | tbd | +tensorflow-base | 2.12.0 | TensorFlow is a machine learning library, base GPU package, tensorflow only. | X | tbd | +tensorflow-cpu | 2.12.0 | Meta-package to install CPU-only TensorFlow variant | X | tbd | +tensorflow-datasets | 4.9.2 | A collection of datasets ready to use with TensorFlow | X | tbd | X +tensorflow-estimator | 2.12.0 | TensorFlow Estimator | X | tbd | X +tensorflow-hub | 0.13.0 | A library for transfer learning by reusing parts of TensorFlow models. | X | tbd | X +tensorflow-io | 0.32.0 | Dataset, streaming, and file system extensions | X | tbd | +tensorflow-io-gcs-filesystem | 0.32.0 | Dataset, streaming, and file system extensions | X | tbd | +tensorflow-metadata | 1.13.1 | Utilities for passing TensorFlow-related metadata between tools | X | tbd | X +tensorflow-model-optimization | 0.7.4 | A library that to optimize TensorFlow models for deployment and execution. | X | tbd | +tensorflow-probability | 0.19.0 | TensorFlow Probability is a library for probabilistic reasoning and... | X | tbd | +tensorflow-serving | 2.12.1 | TensorFlow Serving is an open-source library for serving machine learning models | X | tbd | +tensorflow-serving-api | 2.12.1 | TensorFlow Serving is an open-source library for serving machine learning models | X | tbd | X +tensorflow-text | 2.12.0 | TF.Text is a TensorFlow library of text related ops, modules, and subgraphs. | X | tbd | +tf2onnx | 1.13.0 | Tensorflow to ONNX converter | X | tbd | +tokenize-rt | 4.2.1 | A wrapper around the stdlib `tokenize` which roundtrips. | X | tbd | X +torchdata | 0.6.0 | Common modular data loading primitives for easily constructing flexible... | X | tbd | +torchmetrics | 0.11.4 | Machine learning metrics for distributed, scalable PyTorch applications. | X | tbd | X +torchtext | 0.15.2 | Meta-package to install torchtext variant for GPU-enabled pytorch | X | tbd | +torchtext-base | 0.15.2 | Text utilities and datasets for PyTorch | X | tbd | +torchtext-cpu | 0.15.2 | Meta-package to install torchtext variant for CPU-only pytorch | X | tbd | +torchvision | 0.15.2 | Meta-package to install GPU-enabled torchvision variant | X | tbd | +torchvision-base | 0.15.2 | Image and video datasets and models for torch deep learning | X | tbd | +torchvision-cpu | 0.15.2 | Meta-package to install CPU-only torchvision variant | X | tbd | +types-futures | 3.3.8 | Typing stubs for futures | X | tbd | X +types-protobuf | 4.21.0.2 | Typing stubs for protobuf | X | tbd | X +tzdata-java-cos7-ppc64le | 2019c | (CDT) OpenJDK Runtime Environment | X | tbd | X +uvicorn | 0.16.0 | The lightning-fast ASGI server. | X | tbd | +xarray-einstats | 0.4.0 | Stats, linear algebra and einops for xarray. | X | tbd | X +xgboost | 1.7.6 | Scalable, Portable and Distributed Gradient Boosting Library | X | tbd | +xgboost-proc | 1.7.6 | Scalable, Portable and Distributed Gradient Boosting Library | X | tbd | +xsimd | 9.0.1 | C++ Wrappers for SIMD Intrinsices | X | tbd | + + +With the conda environment activated, run the following command: + + ``` + conda install + ``` + +### Uninstalling the Open-CE MLDL frameworks + +Find information about uninstalling machine learning and deep learning MLDL frameworks. + +The MLDL framework packages can be uninstalled individually, or you can uninstall all of the MLDL packages at the same time. + +If the frameworks are installed into a separate conda environment, all of the frameworks can be removed by simply deleting the environment: + + ``` + conda env remove -n + ``` + +Individual frameworks (and any packages that depend on them) can be removed by removing the individual package: + + ``` + conda remove + ``` + +Important: This command removes the specified packages and any packages that depend on any of the specified packages. If you want to skip this dependency checking and remove just the requested packages, add the --force option. However, this may break your environment, so use this option with caution. + + +Previous releases +----------------- +We recommend that you install the most current release of Open-CE, however, if you have an earlier version installed, you can find information below: + + Open-CE Release 1.7.2 --------------------- @@ -225,11 +584,6 @@ conda remove Important: This command removes the specified packages and any packages that depend on any of the specified packages. If you want to skip this dependency checking and remove just the requested packages, add the --force option. However, this may break your environment, so use this option with caution. -Previous releases ------------------ -We recommend that you install the most current release of Open-CE, however, if you have an earlier version installed, you can find information below: - - Open-CE Release 1.6.1 --------------------- diff --git a/data/aarch64_open_source_projects.yml b/data/aarch64_open_source_projects.yml index 0ab0a42..36d1a0b 100644 --- a/data/aarch64_open_source_projects.yml +++ b/data/aarch64_open_source_projects.yml @@ -30,6 +30,8 @@ description: HELICS is a framework that enables simulators to synchronize time and exchange data, that is primarily used in electric grid research. It is used by at multiple national labs and universities, and has gotten some use by the research division of some commercial companies. - name: Heptapod description: A community driven effort to bring Mercurial SCM support to GitLab. +- name: Heyoka + description: C++ library for ODE integration via Taylor's method and LLVM. - name: Jitesoft description: Jitesoft strive to provide up-to-date, optimized and secure docker/oci images for multiple architectures, free of charge. All images and build-scripts are released under the MIT license and can be found on GitLab and GitHub. https://gitlab.com/jitesoft/dockerfiles - name: Kali Linux diff --git a/data/powerdev_open_source_projects.yml b/data/powerdev_open_source_projects.yml index f2ba702..5231211 100644 --- a/data/powerdev_open_source_projects.yml +++ b/data/powerdev_open_source_projects.yml @@ -10,6 +10,8 @@ description: Framework for testing Ansible roles and playbooks - name: Apache Bigtop description: An Apache Foundation project for Infrastructure Engineers and Data Scientists looking for comprehensive packaging, testing, and configuration of the leading open source big data components; supports a wide range of components/projects, including, but not limited to, Hadoop, HBase and Spark +- name: apache-camel + description: Camel is an Open Source integration framework that empowers you to quickly and easily integrate various systems consuming or producing data. - name: Apache CouchDB description: Seamless multi-master sync, that scales from Big Data to Mobile, with an Intuitive HTTP/JSON API and designed for Reliability. - name: Apache Software Foundation @@ -256,8 +258,6 @@ description: Dedicated to developing a high-quality, open video format for the web that's freely available to everyone - name: Whonix description: Anonymity, privacy, security online -- name: x265 - description: x265 is an open source HEVC encoder - name: X2Go description: A Remote Desktop and Remote Application Solution. Originally developed on x86/x64 hardware platforms, the server and client components are also available for ARM (Raspbian) and POWER (big and little endian). In short, it's for Linux what Citrix is for Windows. - name: Xenia diff --git a/data/projects.yml b/data/projects.yml index d671492..2df5ddb 100644 --- a/data/projects.yml +++ b/data/projects.yml @@ -528,8 +528,6 @@ description: mirroring, powerpc, ci-cd - name: WebDAV description: vm -- name: x265 - description: powerpc - name: X2go description: powerpc - name: Xenia