12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

12 Weeks, 24 Lessons, AI for All!

10 Weeks, 20 Lessons, Data Science for All!

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 ;)

The fastai book, published as Jupyter Notebooks

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

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…

12 Weeks, 24 Lessons, IoT for All!

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

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

A series of large language models trained from scratch by developers @01-ai

This is the official code for MobileSAM project that makes SAM lightweight for mobile applications and beyond!

Segment Anything in High Quality [NeurIPS 2023]

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse m…

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Text and code for the second edition of Think Bayes, by Allen Downey.

Tracking Any Point (TAP)

Generator Bootcamp Material: Learn Chisel the Right Way

Build a RAG (Retrieval Augmented Generation) pipeline from scratch and have it all run locally.

Bluetooth Low Energy (BLE) packet sniffer and transmitter for both standard and non standard (raw bit) based on Software Defined Radio (SDR).

French instruction-following and chat models

End-to-end SFM framework based on GTSAM

An enhanced interactive Shell for Common Lisp (based on the Jupyter protocol)

Open source interactive robot to explore real-world applications!

Deep Neural Network for Morse decoding

Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)

Implementation-focused introduction to Lie groups for roboticists

A GDL Jupyter kernel