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Search results for python mpi
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195 search results found
H5py
⭐
1,967
HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.
Kratos
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924
Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.
Mpi4py
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732
Python bindings for MPI
Gaft
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676
A Genetic Algorithm Framework in Python
Netket
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476
Machine learning algorithms for many-body quantum systems
Kernels
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386
This is a set of simple programs that can be used to explore the features of a parallel platform.
Timemory
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315
Modular C++ Toolkit for Performance Analysis and Logging. Profiling API and Tools for C, C++, CUDA, Fortran, and Python. The C++ template API is essentially a framework to creating tools: it is designed to provide a unifying interface for recording various performance measurements alongside data logging and interfaces to other tools.
Pyccel
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310
Python extension language using accelerators
Openems Project
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307
openEMS is a free and open electromagnetic field solver using the FDTD method.
Smilei
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298
Particle-in-cell code for plasma simulation
Bluefog
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282
Distributed and decentralized training framework for PyTorch over graph
Batch Shipyard
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270
Simplify HPC and Batch workloads on Azure
Pymor
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264
pyMOR - Model Order Reduction with Python
Spectraldns
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259
Spectral Navier Stokes (and similar) solvers in Python
Stereo Magnification
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239
Code accompanying the SIGGRAPH 2018 paper "Stereo Magnification: Learning View Synthesis using Multiplane Images"
Reple
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211
"Replay-based" REPLs for compiled languages.
Learning_to_adapt
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175
Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning
Heat
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169
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
Promp
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166
ProMP: Proximal Meta-Policy Search
Fypp
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162
Python powered Fortran preprocessor
Openpmd Api
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126
💾 C++ & Python API for Scientific I/O
Training Material
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114
A collection of code examples as well as presentations for training purposes
Paramonte
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112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Opticalflow_visualization
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111
Python optical flow visualization following Baker et al. (ICCV 2007) as used by the MPI-Sintel challenge
Federated Learning Public Code
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104
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.
Nbodykit
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93
Analysis kit for large-scale structure datasets, the massively parallel way
Pism
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90
Repository for the Parallel Ice Sheet Model (PISM)
Distarray
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87
Distributed NumPy-like arrays, ufuncs, and more. Think globally, act locally.
Margipose
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87
3D monocular human pose estimation
Schwimmbad
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82
A common interface to processing pools.
Geobipy
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75
Geophysical Bayesian Inference in Python. Docs:
Docker.openmpi
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66
A scalable OpenMPI runtime container for Docker
Polyaxon Examples
⭐
65
Code for tutorials and examples
Fac
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63
FAC - Flexible Atomic Code by Ming Feng Gu
Frovedis
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62
Framework of vectorized and distributed data analytics
Libensemble
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59
A Python toolkit for coordinating asynchronous and dynamic ensembles of calculations.
Mtuq
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58
moment tensor uncertainty quantification
Pypar
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58
Efficient and scalable parallelism using the message passing interface (MPI) to handle big data and highly computational problems.
Ocgis
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58
OpenClimateGIS is a set of geoprocessing and calculation tools for CF-compliant climate datasets.
Pyina
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57
MPI parallel map and cluster scheduling
Distributed Maddpg
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56
Distributed Multi-Agent Cooperation Algorithm based on MADDPG with prioritized batch data.
Theano Mpi
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55
MPI Parallel framework for training deep learning models built in Theano
Mtfit
⭐
53
MTfit code for Bayesian Moment Tensor Fitting
Pycp2k
⭐
53
Python Cp2k interface
Dask Mpi
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48
Deploy Dask using MPI4Py
Mpi Sppy
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48
MPI-based Stochastic Programming in PYthon
Pix2pix Flow
⭐
47
Image-to-image translation with flow-based generative model
Deepmimic_mujoco
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46
DeepMimic Mujoco version; Python only; No Bullet, No C++
Str2vec
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45
str2vec is a toolkit for computing vector-space representations for variable-length phrases using recursive autoencoders (RAE)
Analisis Numerico Computo Cientifico
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43
Análisis numérico y cómputo científico
Mpi Flow
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43
Official Code of "[ICCV 2023] MPI-Flow: Learning Realistic Optical Flow with Multiplane Images"
Mpi_learn
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42
Distributed learning with mpi4py
Mpi4py Fft
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41
mpi4py-fft is a Python package for computing Fast Fourier Transforms (FFTs).
Fluidsim
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41
🌊 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).
Mmtk
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40
The Molecular Modelling Toolkit
Evo Populationbasedtraining
⭐
40
Population-Based Training (PBT) for Reinforcement Learning using Message Passing Interface (MPI)
Unidist
⭐
39
Unified Distributed Execution
Parle
⭐
38
Fedtorch
⭐
37
FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.
Disropt
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37
DISROPT: A Python framework for distributed optimization
Music
⭐
35
MUSIC, the MUltiSimulation Coordinator
Fednas
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34
FedNAS: Federated Deep Learning via Neural Architecture Search
Pyreshaper
⭐
34
A package for converting NetCDF files from time-slice (history) format to time-series (single-variable) format.
Scorep_binding_python
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33
Allows tracing of python code using Score-P
Enspara
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32
Modeling molecular ensembles with scalable data structures and parallel computing
Fruitpy
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32
Python interface for the FRUIT Fortran unit testing framework
Scikit Learn Mpi Grid Search
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32
Performs nested cross-validation for scikit-learn classes using MPI for parallel computing.
Robot_properties_solo
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31
Tribeflow
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31
TribeFlow's source code
Pysm
⭐
30
PySM 3: Sky emission simulations for Cosmic Microwave Background experiments
Mpi4pyscf
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29
MPI parallelization for PySCF
Hpdbscan
⭐
29
Highly parallel DBSCAN (HPDBSCAN)
Sqsgenerator
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28
A command line tool written in Python/C++ for finding optimized SQS structures
Edrixs
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28
An open source toolkit for simulating RIXS spectra based on ED
Dnn Topology
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27
Computing topological cavities of deep neural networks
Streets4mpi
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27
A street traffic simulation example project for MPI-based parallel computing in Python.
Pmesh
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26
Particle Mesh in Python
Python For Hpc
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25
Repository for participants of the "Python for HPC" training
Numba Mpi
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24
Numba @njittable wrappers for MPI C API tested on Linux, macOS and Windows
Mrchem
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24
MultiResolution Chemistry
Insarflow
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23
Parallel InSAR processing for Time-series analysis
Neurongpu
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23
A GPU library for simulation of large scale networks of biological neurons
Cloud Berg
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22
Berg - Run GPU-backed experiments on gcloud
Mpi4py_map
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22
mpi4py_map provides a simple map() interface to mpi4py that allows easy parallelization of function evaluations over sequential input.
Scalapy
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22
A python wrapper around ScaLAPACK
Dpmix
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22
Python library for fitting massive mixture models using DP priors and GPU computation.
Cram
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22
Tool to run many small MPI jobs inside of one large MPI job.
Mpi_util
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22
Fpchecker
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21
A dynamic analysis tool to detect floating-point errors in HPC applications.
Pystella
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21
A code generator for grid-based PDE solving on CPUs and GPUs
Python Mpi Bcast
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20
python start-up, in a HPC friendly manner
Esmpy Tutorial
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20
Basic tutorial for ESMPy Python package
Dispel4py
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20
A Python library to describe abstract workflows for distributed data-intensive applications
Es_pytorch
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20
High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters
Amp2
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19
Alsvinn
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19
The fast Finite Volume simulator with UQ support.
Neworder
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18
A dynamic microsimulation framework for python
Cola
⭐
17
CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883
Skellysim
⭐
17
Hydrodynamic Cytoskeleton Simulator
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