Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Repository Index
70,234 visible repositories in the index
1–24 of 237 · Most stars
Google's Operations Research tools:
- combinatorial-optimization
- linear-programming
- operations-research
- optimization
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...
- java
- gpu
- deeplearning
- neural-nets
CUDA Templates and Python DSLs for High-Performance Linear Algebra
- cuda
- deep-learning
- deep-learning-library
- cpp
A modular geospatial engine written in JavaScript and TypeScript
- javascript
- algorithm
- computational-geometry
- geojson
Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
A Python implementation of global optimization with gaussian processes.
- optimization
- gaussian-processes
- bayesian-optimization
- python
TranslatedA knowledge graph for mathematics (primary school to high school), English (grade 3 to high school), and junior high school physics: 1,644 knowledge points, 2,403 prerequisite edges, and 6,723 questions, aligned with the curriculum standards, with an adaptive prerequisite diagnostic.
- chinese
- curriculum
- diagnostic
- edtech
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
A Python framework for GPU-accelerated simulation, robotics, and machine learning.
- differentiable-programming
- python
- gpu-acceleration
- nvidia
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
- drug-discovery
- quantum-chemistry
- deep-learning
- biology
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
- genetic-algorithm
- pso
- particle-swarm-optimization
- tsp
Free Weather Forecast API for non-commercial use
- weather-api
- weather
- weather-forecast
A Python based monitoring and tracking tool for Plex Media Server.
- plex
- plexpy
- python
- monitoring
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
The public CGAL repository, see the README below
- cgal
- c-plus-plus
- geometry
- algorithms
An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers.
- physics-simulation
- robotics
- nvidia-warp
- newton-physics
ALIEN is a CUDA-powered artificial life simulation program.
- artificial-life
- open-ended-evolution
- agent-based-simulation
- physics-engine
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs and CPUs via OpenCL. Free for non-commercial use.
- cfd
- computational-fluid-dynamics
- gpu
- gpu-computing
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
Desktop app for managing BibTeX and BibLaTeX (.bib) libraries
- jabref
- bibtex
- java
- latex