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avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

dataaug4nlp

Collection of papers and resources for data augmentation for NLP.

disarmexplorer

Flask/Python/D3 site for exploring DISARM objects

doctr

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

enhanced-subject-verb-object-extraction

Enhanced Subject Word Object Extraction

facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

fairface

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: https://arxiv.org/abs/2112.07577

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

optimum

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

pycontinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

spacy-setfit-textcat

t5x

transformers

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

twitter-demographer