Yann Dubois (@YannDubs)
github

YannDubs

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Top repositories

1

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations
Python
784
star
2

Neural-Process-Family

Code for the Neural Processes website and replication of 4 papers on NPs. Pytorch implementation.
Jupyter Notebook
193
star
3

Hash-Embeddings

PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.
Python
189
star
4

lossyless

Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".
Python
114
star
5

Invariant-Self-Supervised-Learning

Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
Python
40
star
6

SSL-Risk-Decomposition

Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".
Jupyter Notebook
13
star
7

Mini_Decodable_Information_Bottleneck

Minimum viable code for the Decodable Information Bottleneck paper. Pytorch Implementation.
Python
10
star
8

Semi-Supervised-Neural-Processes

Jupyter Notebook
6
star
9

miRNAseq-Analysis

Analyze single-cell miRNA sequencing data from HL-60 cells along a 7-day time-course of ATRA treatment.
R
5
star
10

RAW-Embedings

Novel word embeddings based on a simple and intuitive rolling average. Still in dev mode.
Jupyter Notebook
4
star
11

simulationPopulationGenetics

A general modelisation of Wright Fisher in a context of total biological abstraction. And a specific modelisation of the evolution of the sickle cell anemia in Congo, Cameroon & Gaboon
C++
3
star
12

Infootmation

Visualise european soccer player's data
JavaScript
2
star
13

FourRussiansRNA

Faster algorithms for RNA-folding using the Four-Russians method
C++
2
star
14

npf

Experiments for comparing and understanding different neural processes architectures.
2
star
15

Overlayed-Datasets

Code for generating datasets consisting of overlayed images.
Jupyter Notebook
1
star
16

specialized-attention-mini

Mini Version of Specialized Attention
Python
1
star
17

optimizationCode

Some of the optimisation functions I've implemented: for learning purpose
MATLAB
1
star
18

TicTacToePyTorch

Tic tac toe dataset and PyTorch baseline.
Jupyter Notebook
1
star
19

sigterm-bug

Python
1
star
20

QuoraQuestion

Siamese LSTM for Kaggle competition: Quora Question Pairs
Python
1
star