Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
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The fundamental package for scientific computing with Python.
- numpy
- python
SciPy library main repository
- python
- scipy
- algorithms
- closember
A computer algebra system written in pure Python
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
AI Toolkit for Healthcare Imaging
- healthcare-imaging
- deep-learning
- medical-image-computing
- medical-image-processing
Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.
- quantum-computing
- qiskit
- sdk
- quantum-programming-language
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
- nisq
- quantum-algorithms
- quantum-computing
- cirq
Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
- traffic
- simulation
- transport
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
- mesa
- agent-based-modeling
- agent-based-simulation
- simulation-framework
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
Code for running RFdiffusion
QuTiP: Quantum Toolbox in Python
- qutip
- python
- quantum-toolbox
- quantum
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
- diffusion-models
- docking
- binding
- computational-biology
A Python library for quantum programming using Quil.
- forest
- quil
- quantum-computing
- quantum-programming
Python interface for igraph
- complex-networks
- graph-algorithms
- graph-theory
- mathematics
Brian is a free, open source simulator for spiking neural networks.
- python
- neuroscience
- science
- differential-equations
Math & CS awesome List, distinguished by proof and logic technique
An information security preparedness tool to do adversarial simulation.
- uber
- vagrant
- yaml
- celery
Cloud-native genomic dataframes and batch computing
- genetics
- vcf
- genomics
- gwas
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
- self-driving-car
- tensorflow
- reinforcement-learning
- unreal-engine
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management