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aisystem

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autogpt

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

awesome-ai-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

awesome-graph-llm

A collection of AWESOME things about Graph-Related LLMs.

awesome-language-model-on-graphs

A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey".

awesome-llms-for-video-understanding

🔥🔥🔥Latest Papers, Codes and Datasets on Vid-LLMs.

awesome-multimodal-large-language-models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

awesome-ssl4ts

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

awesome-time-series

list of papers, code, and other resources

awesome-timeseries-spatiotemporal-lm-llm

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

bigscity-libcity

LibCity: An Open Library for Urban Spatial-temporal Data Mining

clrs

deepseek-moe

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dspy

DSPy: The framework for programming—not prompting—foundation models

eulerformer

[SIGIR 2024] This is the official PyTorch implementation for the paper: "EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention".

g-retriever

Repository for G-Retriever

gcn

Implementation of Graph Convolutional Networks in TensorFlow

glove

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

graph-mixture-of-experts

[NeurIPS'23] Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling. Haotao Wang, Ziyu Jiang, Yuning You, Yan Han, Gaowen Liu, Jayanth Srinivasa, Ramana Rao Kompella, Zhangyang Wang

graph-rag

Graph based retrieval + GenAI = Better RAG in production

graph_toolformer

graphmae

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

graphrag-accelerator

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure

hgb

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.

implement

lightgcn-implicit-dgl

llama-factory

Unify Efficient Fine-Tuning of 100+ LLMs