Vincent Granville's repositories
Large-Language-Models
Large language Models (LLM)
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.
Point-Processes
This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A Machine Learning Perspective.
Statistical-Optimization
Statistical optimization for AI and machine learning
Stochastic-Processes
My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.
Visualizations
Visualizations for machine learning, high dimensional data, including creation of MP4 videos and animated Gifs in Python.
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.