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12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Learn how to design, develop, deploy and iterate on production-grade ML applications.
🔊 Text-Prompted Generative Audio Model
10 Weeks, 20 Lessons, Data Science for All!
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
A game theoretic approach to explain the output of any machine learning model.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
The fastai book, published as Jupyter Notebooks
This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), ar…
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Learn OpenCV : C++ and Python Examples
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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…
💿 Free software that works great, and also happens to be open-source Python.
A collection of various deep learning architectures, models, and tips
12 Weeks, 24 Lessons, IoT for All!
📡 Simple and ready-to-use tutorials for TensorFlow
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
Code for Machine Learning for Algorithmic Trading, 2nd edition.
This repository contains the source code for the paper First Order Motion Model for Image Animation
Companion webpage to the book "Mathematics For Machine Learning"
A multi-voice TTS system trained with an emphasis on quality
This repository contains implementations and illustrative code to accompany DeepMind publications
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Public facing notes page
Code release for NeRF (Neural Radiance Fields)
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
YSDA course in Natural Language Processing