HuangLED's Stars
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
google/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
xinntao/Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
facebookresearch/fastText
Library for fast text representation and classification.
triton-lang/triton
Development repository for the Triton language and compiler
openai/tiktoken
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
xmu-xiaoma666/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
xmake-io/xmake
🔥 A cross-platform build utility based on Lua
Visualize-ML/Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
outlines-dev/outlines
Structured Text Generation
SJTU-IPADS/PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
explodinggradients/ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
sgl-project/sglang
SGLang is a fast serving framework for large language models and vision language models.
stellargraph/stellargraph
StellarGraph - Machine Learning on Graphs
young-geng/EasyLM
Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.
intel/intel-extension-for-transformers
⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡
AkariAsai/self-rag
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
tsinghua-fib-lab/GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
OpenDriveLab/DriveLM
[ECCV 2024 Oral] DriveLM: Driving with Graph Visual Question Answering
sooftware/attentions
PyTorch implementation of some attentions for Deep Learning Researchers.
changzy00/pytorch-attention
🦖Pytorch implementation of popular Attention Mechanisms, Vision Transformers, MLP-Like models and CNNs.🔥🔥🔥
aibasel/downward
The Fast Downward domain-independent classical planning system
ParAlg/gbbs
GBBS: Graph Based Benchmark Suite
mitmath/18065
18.065/18.0651: Matrix Methods in Data Analysis, Signal Processing, and Machine Learning
mikinty/Understanding-Analysis-Abbott-Solutions
Unofficial solutions to Understanding Analysis by Stephen Abbott (1st Edition)
migalkin/StarE
EMNLP 2020: Message Passing for Hyper-Relational Knowledge Graphs
erksch/fnet-pytorch
Unofficial PyTorch implementation of Google's FNet: Mixing Tokens with Fourier Transforms. With checkpoints.
Gkunnan97/FastGCN_pytorch
an implementation of FastGCN with pytorch
manjunath5496/Mathematical-Logic-Books
"Mathematics is a place where you can do things which you can't do in the real world." ― Marcus du Sautoy
project-ai101/llm-infra
In-depth tutorials and examples on LLM training and inference infrastructure, such as, Pytorch, Fairscale, Nvidia AI Modules (cuDNN, tensorRT, Megatron-LM), HuggingFace.