Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

cryptography is a package designed to expose cryptographic primitives and recipes to Python developers.

🛡️ Windows Hello™ style facial authentication for Linux

Model summary in PyTorch similar to `model.summary()` in Keras

Python Library for Studying Binary Trees

Restricted Boltzmann Machines in Python.

Portfolio optimization with deep learning.

NeuPy is a Tensorflow based python library for prototyping and building neural networks

Quantum Machine Learning

Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.

python module containing many classical cipher algorithms: Caesar, Vigenere, ADFGVX, Enigma etc.

An open source framework for programming photonic quantum computers

Official repo for QHack—the quantum machine learning hackathon

Chaotic attractors with python (Lorenz, Rossler, Rikitake etc.)

Python package for visualizing the loss landscape of parameterized quantum algorithms.

Sum product algorithm - Belief propagation (message passing) for factor graphs

Hopfield network implemented with Python

Research using Qiskit.

measurement-based quantum computing (MBQC) compiler and simulator

MQT Predictor - A MQT Tool for Automatic Device Selection with Device-Specific Circuit Compilation for Quantum Computing

A graphical tool for the ZX calculus

A Toolkit for Reproducible Study, Application and Verification of QAOA

quantumcat is a platform-independent, open-source, high-level quantum computing library, which allows the quantum community to focus on developing platform-independent quantum applications without …

A Python implementation of the Hopfield network

main repository for code

A quantum algorithm for the subgraph isomorphism problem

MentPy is an open-source software for simulations of measurement-based quantum machine learning models.