An opinionated list of awesome Python frameworks, libraries, software and resources.

All Algorithms implemented in Python

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Magnificent app which corrects your previous console command.

Deep Learning for humans

⏬ Dumb downloader that scrapes the web

TensorFlow code and pre-trained models for BERT

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

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

OpenMMLab Detection Toolbox and Benchmark

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

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

Never use print for debugging again

State-of-the-Art Text Embeddings

提供多款 Shadowrocket 规则，带广告过滤功能。用于 iOS 未越狱设备选择性地自动翻墙。

Image augmentation for machine learning experiments.

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

🦉 Data Versioning and ML Experiments

End-to-End Object Detection with Transformers

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

机器学习相关教程

Open deep learning compiler stack for cpu, gpu and specialized accelerators

100+ Chinese Word Vectors 上百种预训练中文词向量

手写实现李航《统计学习方法》书中全部算法

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

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