PinnedAntoine ChampionHow to generate music using codeA synthesizer that plays Tetris theme in 70 lines of C code7 min read·Jul 5, 2022--1--1
PinnedAntoine ChampioninTowards Data ScienceDissecting Stockfish Part 2: In-Depth look at a chess engineWhen neural networks meet hardcoded knowledge7 min read·May 3, 2021--4--4
Antoine ChampioninTowards Data ScienceDissecting Stockfish Part 1: In-Depth look at a chess engineInner workings from one of the best chess AI.6 min read·Feb 24, 2021--1--1
Antoine ChampioninTowards Data ScienceThe Math you need to develop your own Predictive ModelsAn attempt to bring together fundamental concepts for predictive models and explain them in a statistical framework.6 min read·Apr 7, 2020----
Antoine ChampioninTowards Data ScienceWhen you should use Constraint Solvers instead of Machine LearningA practical application for a constraint solver. Those might save you several days of data cleansing and model training8 min read·Apr 2, 2020--3--3
Antoine ChampioninTowards Data ScienceDetecting COVID-19 with 97% accuracy: beware of the AI hype!When viral marketing goes too far5 min read·Mar 30, 2020--1--1