A latent text-to-image diffusion model

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🔊 Text-Prompted Generative Audio Model

Python programs, usually short, of considerable difficulty, to perfect particular skills.

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

A multi-voice TTS system trained with an emphasis on quality

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

This repository contains demos I made with the Transformers library by HuggingFace.

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

tiny vision language model

Code Repository for Machine Learning with PyTorch and Scikit-Learn

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…

Practical course about Large Language Models.

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

Collection of important articles to be treated as a textbook

Code and instructions for making topographic maps of planets and moons

Python binding to Skia Graphics Library

A corpus of poetry from Project Gutenberg

Representing Books as vectors using the Word2Vec algorithm

Process Dynamics and Control