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Data, Benchmarks, and methods submitted to the M4 forecasting competition

R 762 319 Updated Mar 20, 2020

This repository contains the source code and dataset link mentioned in DAC 2023 accepted paper "Faster and Stronger Lossless Compression with Optimized Autoregressive Framework".

Python 3 Updated May 16, 2023

A Library for Advanced Deep Time Series Models.

Python 7,975 1,278 Updated Feb 18, 2025

ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks

Python 25 Updated Jun 14, 2024
Jupyter Notebook 214 41 Updated Sep 5, 2019

Dzip: improved general-purpose lossless compression based on novel neural network modeling

Python 65 8 Updated Feb 28, 2022

This repository contains the source code and dataset link mentioned in WWW 2022 accepted paper "TRACE:A Fast Transformer-based General-Purpose LosslessCompressor".

Python 28 4 Updated Feb 14, 2022

The goal of the library is to help with research in the area of data compression. This is not meant to be fast or efficient implementation, but rather for educational purpose

Python 85 31 Updated Feb 5, 2025

A Python package providing buffer compression and transformation codecs for use in data storage and communication applications.

Python 132 96 Updated Feb 17, 2025

Prompt工程师指南,源自英文版,但增加了AIGC的prompt部分,为了降低同学们的学习门槛,翻译更新

MDX 1,112 118 Updated Sep 14, 2024

Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)

Python 441 94 Updated Mar 17, 2022

[NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"

Python 53 10 Updated Nov 23, 2022

[Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering

Python 188 17 Updated Jun 10, 2024

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

Python 393 36 Updated Jan 14, 2025

The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul openai key. If keys exceed plan and are invalid, please tell us…

Python 807 66 Updated May 28, 2024

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Python 39,095 5,576 Updated Feb 20, 2025

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

Python 1,157 201 Updated Apr 2, 2024

The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"

Python 101 41 Updated Mar 18, 2024

Baichuan-13B 指令微调

Python 89 9 Updated Jul 14, 2023

支持ChatGLM2 lora微调

Python 39 3 Updated Jul 11, 2023

Firefly: 大模型训练工具,支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

Python 6,156 553 Updated Oct 24, 2024

Tuning LLMs with no tears💦; Sample Design Engineering (SDE) for more efficient downstream-tuning.

HTML 984 99 Updated Apr 27, 2024

Pytorch❤️ Keras 😋😋

Jupyter Notebook 1,873 245 Updated Oct 28, 2024

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Python 41,171 5,053 Updated Feb 20, 2025

Reimplementation of AAAI21 paper "Beyond Low-frequency Information in Graph Convolutional Networks" based on PyTorch and PyTorch Geometric (PyG).

Python 20 1 Updated Sep 27, 2022
Python 23 4 Updated Aug 9, 2022

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

Python 101 18 Updated Apr 20, 2022

ChatGLM2-6B: An Open Bilingual Chat LLM | 开源双语对话语言模型

Python 15,750 1,857 Updated Jun 27, 2024

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名-【多分类,embedding】

Python 337 151 Updated Dec 3, 2018
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