shuningjin

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

alphafold

Open source code for AlphaFold.

DataAug4NLP

Collection of papers and resources for data augmentation for NLP.

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

bpr

Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering

tuixue.online-visa

https://tuixue.online/visa/ A Real-time Display of U.S. Visa Appointment Status Website 预约美帝签证各个签证处最早时间的爬虫

hard-nce-el

InferSent

InferSent sentence embeddings

SimCSE

SimCSE在中文任务上的简单实验

align_uniform

Open source code for paper "Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere".

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

barlowtwins

Implementation of Barlow Twins paper

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

CorefQA

This repo contains the code for ACL2020 paper "Coreference Resolution as Query-based Span Prediction"

EntEval

Entity Evaluation code

WikiNLI

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

CMC

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

ENGINE

ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation

DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

IS-BERT

An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

yapf

A formatter for Python files

styleguide

Style guides for Google-originated open-source projects

lightly

A python library for self-supervised learning on images.