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12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Examples and guides for using the OpenAI API
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…
Python Data Science Handbook: full text in Jupyter Notebooks
🔊 Text-Prompted Generative Audio Model
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
The fastai book, published as Jupyter Notebooks
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
llama3 implementation one matrix multiplication at a time
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
The "Python Machine Learning (1st edition)" book code repository and info resource
Python toolkit for quantitative finance
Code samples used on cloud.google.com
Flax is a neural network library for JAX that is designed for flexibility.
The fastest way to create an HTML app
Collection of notebooks about quantitative finance, with interactive python code.
Taming Transformers for High-Resolution Image Synthesis
A Bulletproof Way to Generate Structured JSON from Language Models
Jupyter notebooks for the Natural Language Processing with Transformers book
Python code for common Machine Learning Algorithms
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Notebooks using the Hugging Face libraries 🤗