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The Top 23 Python High Performance Computing Open Source Projects

Open source projects categorized as Python High Performance Computing
Categories > Software Performance > High Performance Computing
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 10 days agopypi metaflow} Downloads
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30most recent commit 6 months agopypi tf-quant-finance} Downloads
Alpa ⭐ 2,878
Training and serving large-scale neural networks with auto parallelization.
total releases 13most recent commit 4 months ago
Openmc ⭐ 658
OpenMC Monte Carlo Code
dependent packages 1total releases 7most recent commit 3 months ago
Prometeo ⭐ 515
An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing
total releases 12most recent commit 2 years ago
Dace ⭐ 444
DaCe - Data Centric Parallel Programming
dependent packages 4total releases 23most recent commit 3 months agopypi dace} Downloads
Pysph ⭐ 395
A framework for Smoothed Particle Hydrodynamics in Python
total releases 8most recent commit 4 months ago
Pyhpc Benchmarks ⭐ 290
A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python 🚀
most recent commit 3 months ago
Heat ⭐ 169
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
total releases 20most recent commit 3 months ago
Torchquad ⭐ 142
Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX
total releases 6most recent commit 4 months ago
Fast Poisson Image Editing ⭐ 101
A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.
total releases 7most recent commit a year ago
Psyclone ⭐ 92
Domain-specific compiler and code transformation system for Finite Difference/Volume/Element Earth-system models in Fortran
total releases 14most recent commit 3 months ago
Coldfront ⭐ 79
HPC Resource Allocation System
total releases 11most recent commit 3 months ago
Qub_dw_highperformancepython ⭐ 76
Code and more for the QUB Development Weeks event 'High Performance Python'
most recent commit 4 years ago
Mdbenchmark ⭐ 67
Quickly generate, start and analyze benchmarks for molecular dynamics simulations.
total releases 15most recent commit a year ago
Bifrost ⭐ 64
A stream processing framework for high-throughput applications.
most recent commit 4 months ago
Compyle ⭐ 63
Execute a subset of Python on HPC platforms
total releases 5most recent commit a year ago
Opensbli ⭐ 61
A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures.
most recent commit 6 months ago
Snakefiles ⭐ 58
🐍 Snakefiles for common RNA-seq data analysis workflows.
most recent commit 7 years ago
Easydist ⭐ 55
Automated Parallelization System and Infrastructure for Multiple Ecosystems
most recent commit 3 months ago
Daceml ⭐ 55
A Data-Centric Compiler for Machine Learning
most recent commit a year ago
Ensembl Hive ⭐ 50
EnsEMBL Hive - a system for creating and running pipelines on a distributed compute resource
most recent commit 3 months ago
Hybridq ⭐ 49
HybridQ is a highly extensible platform designed to provide a common framework to integrate multiple state-of-the-art techniques to simulate large scale quantum circuits on a variety of hardware. HybridQ provides tools to manipulate, develop, and extend noiseless and noisy circuits for different hardware architectures. HybridQ also supports large-scale high-performance computing (HPC) simulations, automatically balancing workload among different processor nodes and enabling the use of multiple b
total releases 9most recent commit 7 months ago
The 6 Most Depended On Python High Performance Computing Open Source Projects
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 10 days agopypi metaflow} Downloads
Dace ⭐ 444
DaCe - Data Centric Parallel Programming
dependent packages 4total releases 23latest release December 07, 2023most recent commit 3 months agopypi dace} Downloads
Tf Quant Finance ⭐ 4,031
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30latest release August 19, 2022most recent commit 6 months agopypi tf-quant-finance} Downloads
Mot ⭐ 28
Multi-threaded Optimization Toolbox
dependent packages 2total releases 97latest release October 20, 2022most recent commit a year agopypi mot} Downloads
Openmc ⭐ 658
OpenMC Monte Carlo Code
dependent packages 1total releases 7latest release October 24, 2022most recent commit 3 months ago
Acme ⭐ 9
Asynchronous Computing Made ESI
dependent packages 1total releases 20latest release July 07, 2022most recent commit 4 months agopypi esi-acme} Downloads
The 10 Latest Releases In Python High Performance Computing Open Source Projects
Dace ⭐ 444
DaCe - Data Centric Parallel Programming
dependent packages 4total releases 23latest release December 07, 2023most recent commit 3 months agopypi dace} Downloads
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 10 days agopypi metaflow} Downloads
Heat ⭐ 169
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
total releases 20latest release November 23, 2023most recent commit 3 months ago
Colmena ⭐ 38
Library for steering campaigns of simulations on supercomputers
total releases 21latest release November 16, 2023most recent commit 3 months ago
Kedm ⭐ 11
A high-performance implementation of Empirical Dynamic Modeling (EDM)
total releases 14latest release September 06, 2023most recent commit 7 months ago
Baobzi ⭐ 13
An adaptive fast function approximator based on tree search
total releases 2latest release February 16, 2023most recent commit 3 months ago
Openmc ⭐ 658
OpenMC Monte Carlo Code
dependent packages 1total releases 7latest release October 24, 2022most recent commit 3 months ago
Mot ⭐ 28
Multi-threaded Optimization Toolbox
dependent packages 2total releases 97latest release October 20, 2022most recent commit a year agopypi mot} Downloads
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