Experiments on RelBench: Relational Deep Learning Benchmark

Research on Tabular Foundation Models

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

A very simple plugin to enable SQL syntax highlighting inside strings in a Java file.

Graph Neural Network Library for PyTorch

Simple job queues for Python

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

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

Simple implementation of Temperature and Vector Scaling in python

Official Implementation of Robust Training under Label Noise by Over-parameterization

Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡