YannDubs

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

Neural-Process-Family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.

lossyless

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".

Invariant-Self-Supervised-Learning

Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"

SSL-Risk-Decomposition

Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".

Mini_Decodable_Information_Bottleneck

Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.

Semi-Supervised-Neural-Processes

YannDubs.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

npf

Experiments for comparing and understanding different neural processes architectures.

hydra

Hydra is a framework for elegantly configuring complex applications

Overlayed-Datasets

Code for generating datasets consisting of overlayed images.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

sigterm-bug

skorch

A scikit-learn compatible neural network library that wraps PyTorch

TicTacToePyTorch

Tic tac toe dataset and PyTorch baseline.

vision

Datasets, Transforms and Models specific to Computer Vision

vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

awesome-demos

links and status of cool gradio demos

DebugJupyterBook

Playing Around with JupyterBook

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

helm_instruct

hub

Submission to https://pytorch.org/hub/

jupyter-book

Build interactive, publication-quality documents from Jupyter Notebooks

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

msn

Masked Siamese Networks for Label-Efficient Learning (https://arxiv.org/abs/2204.07141)

PyTorch_CIFAR10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

VICRegL

VICRegL official code base

website_old

Yet another blog with focus on machine learning. Home of an intuitive machine learning glossary / cheat sheet.