LiyuanLucasLiu

awesome-selfhosted

A list of Free Software network services and web applications which can be hosted on your own servers

bypass-paywalls-chrome

Bypass Paywalls web browser extension for Chrome and Firefox.

mlflow

Open source platform for the machine learning lifecycle

nni

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

alphafold

Open source code for AlphaFold.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

FasterTransformer

Transformer related optimization, including BERT, GPT

genshin_auto_fish

基于深度强化学习的原神自动钓鱼AI

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

fairscale

PyTorch extensions for high performance and large scale training.

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

s4

Structured state space sequence models

vscode-project-manager

Project Manager Extension for Visual Studio Code

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

mup

maximal update parametrization (µP)

LM-BFF

[ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

Advances-in-Label-Noise-Learning

A curated (most recent) list of resources for Learning with Noisy Labels

DensePhrases

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

Awesome-Noisy-Labels

A Survey

amazoncaptcha

Pure Python, lightweight, Pillow-based solver for Amazon's text captcha.

UCPhrase-exp

This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (KDD'21).

fromage

🧀 Pytorch code for the Fromage optimiser.

deepex

Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"

adversarial_robustness_pytorch

Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples" & "Fixing Data Augmentation to Improve Adversarial Robustness" in PyTorch

PointNav-VO

[ICCV 2021] Official implementation of "The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation"

CLUES

deepnmt

LASER

A toolkit for large scale distributed training

clerk