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Hello there!

My name is Gaëtan Serré, I am a PhD student in mathematics at Centre Borelli, the math lab of the École Normale Supérieure de Paris-Saclay.

I work on

  • measure/probability theory;
  • stochastic global optimization;
  • flows.

most used languages


Note: Top languages is only a metric of the languages my public code consists of and doesn't reflect experience or skill level.

Main projects

  • Global Optimization: Implementation of several global optimization algorithms. See demo here.
  • LIPO-E: Set of global optimization algorithms derivated from Malherber and Vayatis, 2017. See paper.
  • SVGD analysis: An implementation of the Stein Variational Gradient Descent algorithm along with a detailed summary of the theoretical results.
  • GAiA: A chess program that uses a complex residual neural network specialized in image recognition.
  • LiSA: A 3D path tracing render engine.
  • L2RPN 2022 PPO Baseline: The code of the baseline agent provided in the 2022 edition of Learning to Run a Power Network.
  • AlphaZero (RLlib): An implementation of the AlphaZero algorithm in a fork of the RLlib library.

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Gaëtan Serré's Projects

aes-electron icon aes-electron

File encryption and PDF digital signature software made with Electron.

alectryon icon alectryon

A collection of tools for writing technical documents that mix Coq code and prose.

aoc icon aoc

Repository for my solutions to the Advent of Code 2023 challenge in Lean 4.

asahi-nerd-fonts icon asahi-nerd-fonts

Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more

chess-viewer icon chess-viewer

A easy-to-use GUI for chess engine powered by electron.

chessanalyzer icon chessanalyzer

An in-depth chess game analyzer written with Python 3 using Stockfish engine

gaia icon gaia

GAiA is a UCI chess engine built with C++ 17, ONNX and Pytorch. It performs an in-depth analysis and uses a complex squeeze-and-excitation residual network to evaluate each chess board.

kawa icon kawa

Compilateur du langage objet Kawa vers l'assembleur MIPS en OCaml.

l2rpn-2022_ppo-baseline icon l2rpn-2022_ppo-baseline

This repository contains the code to train the baseline agent provided in the 2022 edition of Learning to Run a Power Network and to recreate the experiments (as well as the figures) of the paper Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design.

l2rpn-neurips-2020 icon l2rpn-neurips-2020

This my participation to the challenge L2RPN NEURIPS 2020 - Adaptability Track.

lean-lipo icon lean-lipo

Lean formalization of the proof on the upper bound of the probability for LIPO to reject a candidate.

leancal icon leancal

This is a simple calendar manager written in Lean that sends notification using `notify-send` whenever an event is due. Compatible with Waybar.

leanink icon leanink

LeanInk is a command line helper tool for Alectryon which aims to ease the integration of Lean 4.

lipo icon lipo

This repository contains an implementation of LIPO, LIPO+, AdaLIPO, and AdaLIPO+.

lisa icon lisa

LiSA is a path tracing render engine developped in C++ using NVidia Optix.

mklean icon mklean

Automating the creation of Lean 4 projects.

numpy_parser icon numpy_parser

Checks if a string is a valid Numpy function expression given a list of Numpy primitives.

pygkls icon pygkls

pyGKLS is a Python wrapper for the GKLS generator of global optimization test functions (Giavano et al., 2003).

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