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Yann Dubois's Projects

dino icon dino

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

disentangling-vae icon disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

hash-embeddings icon hash-embeddings

PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.

hub icon hub

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

hydra icon hydra

Hydra is a framework for elegantly configuring complex applications

jupyter-book icon jupyter-book

Build interactive, publication-quality documents from Jupyter Notebooks

lossyless icon lossyless

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

machine icon machine

Codebase for the i-machine-think project, a modular and fully tested Pytorch implementation for seq2seq models.

manimml icon manimml

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

mirnaseq-analysis icon mirnaseq-analysis

Analyze single-cell miRNA sequencing data from HL-60 cells along a 7-day time-course of ATRA treatment.

missingno icon missingno

Missing data visualization module for Python.

modellingbacterias icon modellingbacterias

Useless project that tries to model the life of different bacterias in a petri dish: for learning purpose

msn icon msn

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

neural-process-family icon neural-process-family

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

npf icon npf

Experiments for comparing and understanding different neural processes architectures.

optimizationcode icon optimizationcode

Some of the optimisation functions I've implemented: for learning purpose

phd-thesis-template icon phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

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