abfariah Goto Github PK

abfariah.github.io

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

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

d2l-book

Books with Jupyter notebooks

deep-learning

Deep Learning section of the Algorithms in Machine Learning class at ISAE-Supaero

flatland-project

Stochastic optimization class project on train route optimization

hiv_experiment

hyperbolic-rl

hyperbolic_nn_plusplus

Official PyTorch implementation of Hyperbolic Neural Networks++

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

machine-learning

mipcc23

mlclass

My main Machine Learning class

obd

Tools of Big Data (Outils de Big Data)

reinforcement-learning

Reinforcement Learning class

retro_branching

Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

stochastic

FSD301 SD Tronc Commun - Optimisation Stochastique

tbrant

Official implementation of "Learning to Branch with Tree-aware Branching Transformers".

treedqn