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High Performance Computing Python Packages

Python packages with the GitHub topic high-performance-computing. Sorted by relevance, with stars and monthly downloads.
Netflix
metaflow

Build, Manage and Deploy AI/ML Systems

716K 10K 1K
Netflix
metaflow-stubs

Build, Manage and Deploy AI/ML Systems

69K 10K 1K
neuronsimulator
neuron

NEURON Simulator

45K 518 142
exaxorg
accelerator

The Accelerator is a tool for fast and reproducible processing of eBay-scale datasets on a single computer.

38K 4 2
sail-sg
envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

28K 1K 137
mushroomfire
mdapy

A simple and fast python library to handle the data generated from molecular dynamics simulations

27K 97 13
cryoem-uoft
cryosparc-tools

Python library that enables scripting access to CryoSPARC, a cryo-EM software package.

25K 47 10
google
tff-nightly

High-performance TensorFlow library for quantitative finance.

23K 5K 682
neuronsimulator
neuron-nightly

NEURON Simulator

16K 518 142
LibRapid
librapid

A highly optimised C++ library for mathematical applications and neural networks.

15K 180 10
okkevaneck
prospr

Prospr is a universal toolbox for protein structure prediction within the HP-model. The Python package is based on a C++ core, which gives Prospr its high performance. The C++ core is made available as a separate zip file to facilitate high-performance computing applications. The package comes with many prediction algorithms and datasets to use.

9K 17 1
kahypar
mtkahypar

Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel graph and hypergraph partitioner equipped with parallel implementations of techniques used in the best sequential partitioning algorithms. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.

8K 181 38
stfc
psyclone

PSyclone is a source-to-source Fortran compiler designed to programmatically optimise, parallelise and instrument HPC applications via user-provided transformation scripts.

8K 133 34
ornladios
adios2

Next generation of ADIOS developed in the Exascale Computing Program

7K 319 147
NL-BioImaging
biomero

BIOMERO.analyzer - A python library for easy connecting between OMERO (jobs) and a Slurm cluster

5K 28 6
neutrinoceros
rlic

A minimal Line Integral Convolution extension for NumPy, written in Rust

4K 6 1
fluiddyn
fluidsim

:ocean: Framework for studying fluid dynamics with numerical simulations using Python (publish-only mirror). The main repo is hosted on https://foss.heptapod.net (Gitlab fork supporting Mercurial).

4K 75 12
spcl
dace

DaCe - Data Centric Parallel Programming

3K 581 156
SciCompMod
memilio-simulation

Modular spatio-temporal models for epidemic and pandemic simulations

3K 68 23
robbert-harms
mot

Multi-threaded Optimization Toolbox

3K 32 10
helmholtz-analytics
heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

2K 238 65
GalacticDynamics
jaxmore

There's more to JAX.

2K 9 2
coldfront
coldfront

HPC Resource Allocation System

2K 148 105
keichi
kedm

A high-performance implementation of Empirical Dynamic Modeling (EDM)

2K 20 5
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