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academic

barriercoveragealgorithm

Documents from "Robust Barrier Coverage in the Internet of Things" project for the INF421 course at École Polytechnique.

bayesian-rl

berkeley-deeprlcourse

Solutions to homework assignments for Berkeley's Deep RL Course for Fall 2019.

daily-coding

deep-pool

Simple pool detector for satellite images.

deepwalk

DeepWalk - Deep Learning for Graphs

default-prediction

Credit default prediction on a small dataset.

detr

End-to-End Object Detection with Transformers

discrete-embeddings

Diverse VAE experiments and implementations in TensorFlow.

dslc

Distributed SIngle-Linkage Clustering in C++ with MPI.

eye-disease-recognition

Deep learning methods for recognizing eye disease in medical images.

first-order-methods

First order methods for regression models. Assignment for the MAP569 Machine Learning 2 course.

gym-text2048

2048 as an OpenAI Gym environment with a simple text display.

helpful-bookworm

Tackling AutoNLP.

i-hate-sncf

Bot for monitoring TGVMax tickets because SNCF has no transparency.

informatique-br-lists

Lists of useful links created by the Brazilians on Computer Science specialisations at École Polytechnique.

javaisland

But it's actually written in C++.

jax-baselines

Implementation of core Deep Reinforcement Learning Algorithms with JAX.

le-net-beginner

Implementations of a "modern" LeNet 5 in both PyTorch and TensorFlow Keras intended for beginners.

left-shift

Using deep reinforcement learning to tackle the game 2048.

missing-link

Link prediction on the french web.

mmcenta.github.io

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

muzero-general

MuZero

paper-notes

Notes on papers I've read.

rl-sutton-barto

Solutions to exercises proposed in the book Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto.

rlberry

An easy-to-use reinforcement learning library for research and education.

rld

simons-institute-workshops

Notes I've taken in Simons Institute workshops that I attended

sonnet

TensorFlow-based neural network library