vrdn-23

redis-py

Redis Python client

resume.github.com

Resumes generated using the GitHub informations

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

optimum

🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools

torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

OpenMatch

An Open-Source Package for Information Retrieval.

paraphrastic-representations-at-scale

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

seaborn

Statistical data visualization in Python

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

chex

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

pyserini

Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.

einops

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

PLMpapers

Must-read Papers on pre-trained language models.

trec_eval

Evaluation software used in the Text Retrieval Conference

jraph

A Graph Neural Network Library in Jax

rustlings

:crab: Small exercises to get you used to reading and writing Rust code!

neuspell

NeuSpell: A Neural Spelling Correction Toolkit

graph_nets

Build Graph Nets in Tensorflow

gluon-nlp

NLP made easy

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

URS

Universal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.

Python

All Algorithms implemented in Python

the-pile

google-research

Google Research

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

transformer_rankers

A library to conduct ranking experiments with transformers.