Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Repository Index
47,133 repositories indexed
1–24 of 105 · Most stars
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
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
- drug-discovery
- quantum-chemistry
- deep-learning
- biology
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
Official git repository for Biopython (originally converted from CVS)
- python
- bioinformatics
- genomics
- biopython
A PyTorch Library for Accelerating 3D Deep Learning Research
- pytorch
- 3d-deep-learning
- neural-networks
- differentiable-rendering
Python framework for creating, editing, and running Noisy Intermediate-Scale Quantum (NISQ) circuits.
- nisq
- quantum-algorithms
- quantum-computing
- cirq
Official repository for the Boltz biomolecular interaction models
- binding-prediction
- drug-discovery
- protein-structure
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
3D visualization and mesh analysis for science and engineering
- vtk
- python
- visualization
- 3d
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.
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
- pytorch
- protein-structure
- alphafold2
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
- python
- genetic-algorithm
- optimization
- numpy
QuTiP: Quantum Toolbox in Python
- qutip
- python
- quantum-toolbox
- quantum
Deep probabilistic analysis of single-cell and spatial omics data
- scrna-seq
- variational-bayes
- variational-autoencoder
- cite-seq
A set of documented functions for simulating the performance of photovoltaic energy systems.
- solar-energy
- python
- renewable-energy
- renewables
Biological foundation modeling from molecular to genome scale
Open-source GNSS + inertial navigation, sensor fusion simulator. Motion trajectory generator, sensor models, and navigation
- inertial-navigation-systems
- gnss
- gps
- imu