Stars
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 ;)
Anthropic's Interactive Prompt Engineering Tutorial
Python programs, usually short, of considerable difficulty, to perfect particular skills.
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 tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Automatic extraction of relevant features from time series:
Sample code for Channel 9 Python for Beginners course
The "Python Machine Learning (2nd edition)" book code repository and info resource
CoreNet: A library for training deep neural networks
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
The Udacity open source self-driving car project
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Lectures on scientific computing with python, as IPython notebooks.
IPython Parallel: Interactive Parallel Computing in Python
A python tutorial on bayesian modeling techniques (PyMC3)
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.
Notebooks for "Python for Signal Processing" book
NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025
High performance implementation of Extreme Learning Machines (fast randomized neural networks).
Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics
Versatile, high-performance histogram toolkit for Numpy.
Articles about Python and Go, snippets, cheatsheets
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
The CamachoLab Photonics Bootcamp, supported by Google.