Yann Dubois's repositories
Hash-Embeddings
PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.
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.
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
FourRussiansRNA
Faster algorithms for RNA-folding using the Four-Russians method
Infootmation
Visualise european soccer player's data
machine-tasks
Datasets for compositional learning
optimizationCode
Some of the optimisation functions I've implemented: for learning purpose
Overlayed-Datasets
Code for generating datasets consisting of overlayed images.
phd-thesis-template
A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)
QuoraQuestion
Siamese LSTM for Kaggle competition: Quora Question Pairs
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
specialized-attention-mini
Mini Version of Specialized Attention
GameOfThrones-Reference
Database for game of thrones made for a CPSC 304 project
Homework-STAT540
Viewing STAT540 homework
machineLearningCode
Some of the machine learning functions I've implemented: for learning purpose
modellingBacterias
Useless project that tries to model the life of different bacterias in a petri dish: for learning purpose
torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch