Tonio Weidler's starred repositories
modules
The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We develop a method for analyzing emerging functional modularity in neural networks based on differentiable weight masks and use it to point out important issues in current-day neural networks.
pytorch-hebbian
A lightweight and flexible framework for Hebbian learning in PyTorch.
dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
awesome-mlss
🤖 Machine Learning Summer School deadlines
desktop-app
One app to rule them all!
ml-surveys
đź“‹ Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
bootstrap-input-spinner
A Bootstrap plugin to create input spinner elements for number input
Orchis-theme
Orchis is a [Material Design](https://material.io) theme for GNOME/GTK based desktop environments.
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)