Todd Tilghman's repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
free-programming-books
:books: Freely available programming books
ipython-notebooks
A collection of IPython notebooks covering various topics.
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
ThinkBayes
Code repository for Think Bayes.
ThinkBayes2
Text and code for the second edition of Think Bayes, by Allen Downey.
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
alexa-avs-raspberry-pi
This project demonstrates how to access and test the Alexa Voice Service using a Java client (running on a Raspberry Pi), and a Node.js server.
AlexaPi
Turn a Raspberry Pi into an Alexa Client
ros
Core ROS packages
sphero_ros
A Sphero ROS driver.
AI-Auto-Video-Generator
An AI-powered storytelling video generator that takes user input as a story prompt, generates a story using OpenAI's GPT-3, creates images using OpenAI's DALL-E, adds voiceover using ElevenLabs API, and combines the elements into a video.
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
cartographer_ros
Provides ROS integration for Cartographer.
comprehensive-rust
This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust to everyone.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
huggingface-course
The Hugging Face course on Transformers
langchain
⚡ Building applications with LLMs through composability ⚡
MobilECG-II
Open source ECG holter
NonCodeFiles
Moved the images from OpenCat repo to reduce its size.
OpenCat
An affordable Boston Dynamics-style quadruped robot dog for STEM education and AI-enhanced services.
os01
Bootstrap yourself to write an OS from scratch. A book for self-learner.
ProbeKit
SSID Probe Request Collection Workshop
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook