Discover @VincentGranville Open Source projects

Vincent Granville (@VincentGranville)

VincentGranville

Stars
154
Global Rank 150,794 (Top 6 %)
Followers 227
Registered over 5 years ago
Most used languages

Python
87.5 %

Jupyter Notebook
12.5 %
Location 🇺🇸 United States
Country Total Rank 33,558
Country Ranking

Python
6,560

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.

Stochastic-Processes

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

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..

Visualizations

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

Statistical-Optimization

Statistical optimization for AI and machine learning

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.

Notebooks

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

Jupyter Notebook