Python Data Science Handbook: full text in Jupyter Notebooks

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

Python programs, usually short, of considerable difficulty, to perfect particular skills.

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

Companion webpage to the book "Mathematics For Machine Learning"

Automatic extraction of relevant features from time series:

100 days of algorithms

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

A Haskell kernel for the Jupyter project.

Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet

Multilingual word vectors in 78 languages

LSTM trained on the first five ASOIAF/GOT books

A collection of miscellaneous thoughts that aren't on my blog.

Finviz analysis python library.

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

A guide on how to understand the performance of your battery with modelling and improve it

A workshop for scientific computing in Python. ( December 2017 )

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

Various math-related things in Python code

Ongoing analysis of COVID-19 using Galaxy, BioConda and public research infrastructures

Data release for Activity Inequality paper

Code implementation of "SENN: Stock Ensemble-based Neural Network for Stock Market Prediction using Historical Stock Data and Sentiment Analysis"

🙌 Low-cost 2D ultrasound imaging hardware for makers