Digo

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

splade

SPLADE: sparse neural search (SIGIR21, SIGIR22)

awesome-search

Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness

searcharray

Full text search in your Pandas dataframe

Open-Sora-Plan

This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

AniPortrait

AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

gritlm

Generative Representational Instruction Tuning

gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

leptonai

A Pythonic framework to simplify AI service building

gpt-neo

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

x-deeplearning

An industrial deep learning framework for high-dimension sparse data

byteps

A high performance and generic framework for distributed DNN training

nsg

Navigating Spreading-out Graph For Approximate Nearest Neighbor Search

mind

2020 MIND news recomendation first place solution

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

scitldr

lit

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

yacy_search_server

Distributed Peer-to-Peer Web Search Engine and Intranet Search Appliance

denspi

Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

awesome-contrastive-self-supervised-learning

A comprehensive list of awesome contrastive self-supervised learning papers.

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

DPR

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

textclean

Tools for cleaning and normalizing text data

sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

wavegrad

A fast, high-quality neural vocoder.

DALI

DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.