skurzhanskyi

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

mmdetection

OpenMMLab Detection Toolbox and Benchmark

fastText

Library for fast text representation and classification.

spleeter

Deezer source separation library including pretrained models.

shap

A game theoretic approach to explain the output of any machine learning model.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

datasets

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

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

kornia

Geometric Computer Vision Library for Spatial AI

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

speechbrain

A PyTorch-based Speech Toolkit

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

pytorch-metric-learning

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

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

silero-models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

Facial-Similarity-with-Siamese-Networks-in-Pytorch

Implementing Siamese networks with a contrastive loss for similarity learning

YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency

gector

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

ua-gec

UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language

awesome-ukrainian-nlp

Curated list of Ukrainian natural language processing (NLP) resources (corpora, pretrained models, libriaries, etc.)

sightseq

Computer vision tools for fairseq, containing PyTorch implementation of text recognition and object detection

freesound-classification

Code for the 3rd place solution to Freesound Audio Tagging 2019 Challenge

gector-fast

A faster, simpler and distributed implementation of GECToR, a seq2edit GEC model

GPU-Efficient-Networks