TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

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 deep learning library

Data and code behind the articles and graphics at FiveThirtyEight

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…

A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

Automatic extraction of relevant features from time series:

Sample code for Channel 9 Python for Beginners course

Sweep: open-source AI-powered Software Developer for small features and bug fixes.

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

Swift for TensorFlow

fast.ai Courses

The Hunting ELK

Simple chat program that communicates using inaudible sounds

An educational software system of a tiny self-compiling C compiler, a tiny self-executing RISC-V emulator, and a tiny self-hosting RISC-V hypervisor.

A clear, concise, simple yet powerful and efficient API for deep learning.

Deep Reinforcement Learning: Zero to Hero!

Various ipython notebooks

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Multilingual word vectors in 78 languages

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

fizz buzz in tensorflow

GNU Radio decoder for Amateur satellites

Python exercises to practice skills

A self driving toy car using end-to-end learning

My notes and superstitions about common machine learning algorithms

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

MTCNN with Motion Detection, on Raspberry Pi with Love