Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

NVIDIA Federated Learning Application Runtime Environment

A notebook working with Python and MySQL, using MySQL Connector.

Enhance Tesseract OCR output for scanned PDFs by applying Large Language Model (LLM) corrections.

A short RL tutorial for an engineering audience

Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to beat the leaderboard.

Pretrained TorchVision models on CIFAR10 dataset (with weights)

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Zalando's MNIST replacement.

A MNIST-like fashion product database. Benchmark 👇

Play deep learning with CIFAR datasets

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Leaf: A Benchmark for Federated Settings

Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

95.47% on CIFAR10 with PyTorch

Implementation of Compressed SGD with Compressed Gradients in Pytorch