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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

836K 10K 1K
Netflix
metaflow-stubs

Build, Manage and Deploy AI/ML Systems

87K 10K 1K
neuronsimulator
neuron

NEURON Simulator

46K 530 146
spcl
dace

DaCe - Data Centric Parallel Programming

46K 591 158
exaxorg
accelerator

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

30K 4 2
sail-sg
envpool

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

27K 1K 140
neuronsimulator
neuron-nightly

NEURON Simulator

23K 530 146
cryoem-uoft
cryosparc-tools

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

19K 48 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.

12K 17 1
google
tff-nightly

High-performance TensorFlow library for quantitative finance.

9K 5K 691
LibRapid
librapid

A high-performance library for arrays and numeric calculations

8K 180 10
mushroomfire
mdapy

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

7K 104 13
ornladios
adios2

Next generation of ADIOS developed in the Exascale Computing Program

7K 323 152
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.

5K 187 42
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).

5K 77 12
stfc
psyclone

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

4K 134 34
neutrinoceros
rlic

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

4K 5 1
NL-BioImaging
biomero

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

3K 28 6
SciCompMod
memilio-simulation

Modular spatio-temporal models for epidemic and pandemic simulations

3K 70 25
keichi
kedm

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

3K 20 5
robbert-harms
mot

Multi-threaded Optimization Toolbox

3K 32 10
esi-neuroscience
esi-acme

Asynchronous Computing Made ESI

2K 14 3
helmholtz-analytics
heat

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

2K 242 66
mpi4jax
mpi4jax

Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

2K 531 32
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