YannDubs/Neural-Process-Family
Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
Trying to train useful models
Repositories
YannDubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
YannDubs/hydra
Hydra is a framework for elegantly configuring complex applications
YannDubs/Mini_Decodable_Information_Bottleneck
Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.
YannDubs/lossyless
Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".
YannDubs/YannDubs.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
YannDubs/Invariant-Self-Supervised-Learning
Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
YannDubs/Hash-Embeddings
PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.
YannDubs/SSL-Risk-Decomposition
Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".
YannDubs/miRNAseq-Analysis
Analyze single-cell miRNA sequencing data from HL-60 cells along a 7-day time-course of ATRA treatment.
YannDubs/awesome-demos
links and status of cool gradio demos
YannDubs/lightning-bolts
Toolbox of models, callbacks, and datasets for AI/ML researchers.
YannDubs/hub
Submission to https://pytorch.org/hub/
YannDubs/skorch
A scikit-learn compatible neural network library that wraps PyTorch
YannDubs/world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
YannDubs/npf
Experiments for comparing and understanding different neural processes architectures.
YannDubs/RubricEval
YannDubs/RAW-Embedings
Novel word embeddings based on a simple and intuitive rolling average. Still in dev mode.
YannDubs/TicTacToePyTorch
Tic tac toe dataset and PyTorch baseline.
YannDubs/modellingBacterias
Useless project that tries to model the life of different bacterias in a petri dish: for learning purpose
YannDubs/dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
YannDubs/jupyter-book
Build interactive, publication-quality documents from Jupyter Notebooks
YannDubs/spring2024-assignment1-basics-leaderboard
YannDubs/torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch
YannDubs/Infootmation
Visualise european soccer player's data
YannDubs/sigterm-bug
YannDubs/vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
YannDubs/vision
Datasets, Transforms and Models specific to Computer Vision
YannDubs/Overlayed-Datasets
Code for generating datasets consisting of overlayed images.
YannDubs/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch