YannDubs/npf

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Created over 5 years ago
Updated about 4 years ago

YannDubs/npf

YannDubs

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Experiments for comparing and understanding different neural processes architectures.

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.

Jupyter Notebook

Hash-Embeddings

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

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".

Jupyter Notebook

Mini_Decodable_Information_Bottleneck

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

Semi-Supervised-Neural-Processes

Jupyter Notebook

miRNAseq-Analysis

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

RAW-Embedings

Novel word embeddings based on a simple and intuitive rolling average. Still in dev mode.

Jupyter Notebook

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

Infootmation

Visualise european soccer player's data

FourRussiansRNA

Faster algorithms for RNA-folding using the Four-Russians method

Overlayed-Datasets

Code for generating datasets consisting of overlayed images.

Jupyter Notebook

specialized-attention-mini

Mini Version of Specialized Attention

optimizationCode

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

TicTacToePyTorch

Tic tac toe dataset and PyTorch baseline.

Jupyter Notebook

sigterm-bug

QuoraQuestion

Siamese LSTM for Kaggle competition: Quora Question Pairs