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Yann Dubois's Projects

phd-thesis-template icon phd-thesis-template

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

pythainlp icon pythainlp

Thai natural language processing in Python.

raw-embedings icon raw-embedings

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

scikit-optimize icon scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

simulationpopulationgenetics icon 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

skorch icon skorch

A scikit-learn compatible neural network library that wraps PyTorch

ssl-risk-decomposition icon ssl-risk-decomposition

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

swav icon swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

torchsample icon torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

vissl icon vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

website_old icon website_old

Yet another blog with focus on machine learning. Home of an intuitive machine learning glossary / cheat sheet.

world-models icon world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch

yanndubs.github.io icon yanndubs.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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