Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

12 Lessons to Get Started Building AI Agents

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…

A collection of various deep learning architectures, models, and tips

12 Weeks, 24 Lessons, IoT for All!

Natural Language Processing Tutorial for Deep Learning Researchers

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Python training for business analysts and traders

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

⚡ TabPFN: Foundation Model for Tabular Data ⚡

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

100+ Fine-tuning Tutorial Notebooks on Google Colab, Kaggle and more.

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…

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

Machine Learning Journal for Intermediate to Advanced Topics.

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

Python class that generates pixel art from images

A list of Machine Learning Art Colabs

A tutorial for algorithmic trading bot using machine learning.

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Open-source device for measuring cardiograpgy signals with a GUI for easier handling and additional software for analyzing the data.

Official implementation of SwiftSketch

[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender

nlp lecture-notes and source code