PeterQiu0516

FlexGen

Running large language models on a single GPU for throughput-oriented scenarios.

Existing-Medical-QA-Datasets

Multimodal Question Answering in the Medical Domain: A summary of Existing Datasets and Systems

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

envd

🏕️ Reproducible development environment

Awesome-Transformer-Attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

autocomplete

IDE-style autocomplete for your existing terminal & shell

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

pytorch_geometric

Graph Neural Network Library for PyTorch

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

gnn-explainability

autogluon

Fast and Accurate ML in 3 Lines of Code

merlot

MERLOT: Multimodal Neural Script Knowledge Models

AI-Residency-List

List of AI Residency & Research programs, Ph.D Fellowships, Research Internships

Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

bayesian_first_aid

Inside every classical test there is a Bayesian model trying to get out.

sleuth

Differential analysis of RNA-Seq

LxRunOffline

A full-featured utility for managing Windows Subsystem for Linux (WSL)

pytorch-template

PyTorch deep learning projects made easy.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

soft-prompt-tuning

Road2Coding

编程之路

DAN

Official implementation of DAN

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python