vrdn-23

Python

All Algorithms implemented in Python

resume.github.com

Resumes generated using the GitHub informations

rustlings

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

google-research

Google Research

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.

redis-py

Redis Python client

seaborn

Statistical data visualization in Python

the-incredible-pytorch

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

Transformers-Tutorials

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

einops

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

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

bertviz

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

graph_nets

Build Graph Nets in Tensorflow

lit

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

PLMpapers

Must-read Papers on pre-trained language models.

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

ColBERT

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

gluon-nlp

NLP made easy

optimum

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

pyserini

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

the-pile

torchgan

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

jraph

A Graph Neural Network Library in Jax

URS

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

chex

neuspell

NeuSpell: A Neural Spelling Correction Toolkit

OpenMatch

An Open-Source Package for Information Retrieval.

trec_eval

Evaluation software used in the Text Retrieval Conference

transformer_rankers

A library to conduct ranking experiments with transformers.

paraphrastic-representations-at-scale