Yin-Shane-Xia

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

DeepSpeed

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

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch_geometric

Graph Neural Network Library for PyTorch

semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

prettymaps

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

vision_transformer

libvips

A fast image processing library with low memory needs.

ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

FasterTransformer

Transformer related optimization, including BERT, GPT

LLM-Agent-Paper-List

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

igel

a delightful machine learning tool that allows you to train, test, and use models without writing code

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

High-Performance-Organizations-Reading-List

Ideas for creating and sustaining high performance organizations

dumbo

Python module that allows one to easily write and run Hadoop programs.

Awesome-Distributed-Deep-Learning

A curated list of awesome Distributed Deep Learning resources.

RefineMask

RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features (CVPR 2021)

clDice

SEARLE

[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion

mlflow

Open source platform for the machine learning lifecycle

CoVR

Official PyTorch implementation of the paper "CoVR: Learning Composed Video Retrieval from Web Video Captions".

open-components-database

JITX Open Components Database

dev-resources

A collaborative list of resources for developers