Recycled
Large language Models (LLM)
Statistical optimization for AI and 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 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..
Includes material (code + description) that I turned into notebooks
Visualizations for machine learning, high dimensional data, including creation of MP4 videos and animated Gifs in Python.
This repository contains the material (datasets, code, videos, spreadsheets) related to my book Stochastic Processes and Simulations - A Machine Learning Perspective.
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.
My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.
The simplest, fastest repository for training/finetuning medium-sized GPTs.
📖 In Russian: cписок русскоязычных публикаций matyushkin и блокноты Jupyter для различных образовательных ресурсов.
Companion to textbook "Decision Support Systems: Introduction to Data Science with Applications"
My notes for studying Docker. Developing a simple docker image for my own server.
Репозиторий для материалов и задач курса "Математика и Python для анализа данных" от МФТИ и Яндекса, платформа Coursera. Это первый цикл специализации "Машинное обучение и анализ данных""