other_repo.md

Universal

• Awesome Machine Learning - A curated list of awesome Machine Learning frameworks, libraries and software
• dimensionality_reduction_alo_codes

Reinforcement Learning

• NeuronDance / DeepRL
• RchalYang / TorchRL - Pytorch implementation of reinforcement learning algorithms
• Yonv1943 / DL_RL_Zoo - Lightweight, stable, efficient PyTorch implement of reinforcement learning

AutoML

• Microsoft / NNI
• Huawei / Vega - AutoML tools chain

Adversarial Learning

• 9310gaurav / virtual-adversarial-training - Pytorch implementation of Virtual Adversarial Training
• DSE-MSU / DeepRobust - A pytorch adversarial library for attack and defense methods on images and graphs
• lyakaap / VAT-pytorch - Virtual Adversarial Training (VAT) implementation for PyTorch
• THUNLP / OpenAttack - About An Open-Source Package for Textual Adversarial Attack.

Transfer Learning

• THUML / Transfer-Learning-Library

Computer Vision

• vdumoulin / convolution arithmetic - A technical report on convolution arithmetic in the context of deep learning

Graph Neural Network

• facebookresearch / PyTorch-BigGraph - Generate embeddings from large-scale graph-structured data
• rusty1s / pytorch_geometric - Geometric Deep Learning Extension Library for PyTorch
• zhouchunpong / GCN_Keras - Graph Convolutional Network with Keras

Serving

• PyTorch / serve - Model Serving on PyTorch
• Tensorflow / serving - A flexible, high-performance serving system for machine learning models
• Microsoft / MMdnn - A set of tools to help users inter-operate among different deep learning frameworks

Tools

• cgnorthcutt / cleanlab - Find label errors in datasets, weak supervision, and learning with noisy labels
• Kaleidophon / token2index - A lightweight but powerful library to build token indices for NLP tasks
• NVIDIA-AI-IOT/torch2trt - An easy to use PyTorch to TensorRT converter
• vaaaaanquish / cloudia - Tools to easily create a word cloud

Others

• Note-by-LaTeX