mmarius

nerd-fonts

Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more

spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

PRML

PRML algorithms implemented in Python

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

benchmarking-gnns

Repository for benchmarking graph neural networks

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

SentEval

A python tool for evaluating the quality of sentence embeddings.

awesome-papers

Papers & presentation materials from Hugging Face's internal science day

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

graphvite

GraphVite: A General and High-performance Graph Embedding System

nle

The NetHack Learning Environment

acl2020-openqa-tutorial

ACL2020 Tutorial: Open-Domain Question Answering

Multimodal-Transformer

[ACL'19] [PyTorch] Multimodal Transformer

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

backpack

BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.

Named-Entity-Recognition-NER-Papers

An elaborate and exhaustive paper list for Named Entity Recognition (NER)

structural-probes

Codebase for testing whether hidden states of neural networks encode discrete structures.

kb

KnowBert -- Knowledge Enhanced Contextual Word Representations

hyperbolics

Hyperbolic Embeddings

LPAQA

Language model Prompt And Query Archive

berts

DBMDZ BERT, DistilBERT, ELECTRA, GPT-2 and ConvBERT models

square-attack

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]

lamb

LAnguage Modelling Benchmarks

nullspace_projection

contextual

How Contextual are Contextualized Word Representations?