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POSITRON: PythOn for Science In The Reblochon cOuNtry

Basics

Python basics
- Scientific Python
- Advanced plotting
Examples
- Game of Life and other cellular automatons
Exercises
- Conway’s Game of Life

Image

Support material
- Basics
- Orientation an aspect ratio
Exercices

Data

Support material
- Introduction to the Pandas module
Exercices
- Analysis of data from a weather station
- Tensile test analysis

ODE

Support material
Ressources
Exercices

Optimization

Support material
Ressources
Exercices
- Rosenbrock function and Curve fiting
- Optimizing a bridge structure

Machine Learning

Support material
Exercices
- Supervised learning with PyTorch: a toy example
- Reinforcement learning on snake with a genetic neural network

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By Ludovic Charleux, Emile Roux, Thibault Goyallon, Christian Elmo, Giovanni Feverati, Camille Saint-Martin

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