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Vincent Granville's Projects

experimental-math-number-theory icon experimental-math-number-theory

Research on number theory conjectures, leading to the development of new machine learning techniques, initially applied to math problems before being tested on real-life problems.

machine-learning icon machine-learning

Material related to my book Intuitive Machine Learning. Some of this material is also featured in my new book Synthetic Data and Generative AI.

main icon main

Main folder. Material related to my books on synthetic data and generative AI. Also contains documents blending components from several folders, or covering topics spanning across multiple folders..

notebooks icon notebooks

Includes material (code + description) that I turned into notebooks

point-processes icon point-processes

This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A Machine Learning Perspective.

stochastic-processes icon stochastic-processes

My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.

visualizations icon visualizations

Visualizations for machine learning, high dimensional data, including creation of MP4 videos and animated Gifs in Python.

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