⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Data and code behind the articles and graphics at FiveThirtyEight

Neural Networks: Zero to Hero

Kubernetes community content

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

Overview and tutorial of the LangChain Library

An annotated implementation of the Transformer paper.

A better notebook for Scala (and more)

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

A Code-First Introduction to NLP course

Open-source demos hosted on Dash Gallery

An educational AI robot based on NVIDIA Jetson Nano.

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

This is a collection of all the code that can be found on my YouTube channel Sigma Coding.

Code repository for Deep Learning with Keras published by Packt

"Neural Turing Machine" in Tensorflow

Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.

[RETIRED] See Voilà as a supported replacement

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

Practical Full-Stack Machine Learning

Attention is all you need implementation

Getting started with diffusion

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Demos, examples and utilities using PyMuPDF

Tensorflow tutorial of building different dynamic recurrent neural network

Halpe: full body human pose estimation and human-object interaction detection dataset

Machine Learning and Deep Learning Resources

Useful RadioML Examples

A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud