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Search results for python parallelization

parallelization x

59 search results found

Pandarallel ⭐ 3,369

A simple and efficient tool to parallelize Pandas operations on all available CPUs

Swifter ⭐ 2,407

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

Bonobo ⭐ 1,548

Extract Transform Load for Python 3.5+

Covalent ⭐ 608

Pythonic tool for running machine-learning/high performance/quantum-computing workflows in heterogeneous environments.

for mass exploiting

Bohrium ⭐ 202

Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX

Clusterrunner ⭐ 181

ClusterRunner makes it easy to parallelize test suites across your infrastructure in the fastest and most efficient way possible.

WESTPA: The Weighted Ensemble Simulation Toolkit with Parallelization and Analysis

⚡ ⚡ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐

Easy to use map and starmap python equivalents

Parallax ⭐ 128

A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.

Logicnn ⭐ 106

Autodist ⭐ 92

Simple Distributed Deep Learning on TensorFlow

Parallelfold ⭐ 91

Modified version of Alphafold to divide CPU part (MSA and template searching) and GPU part. This can accelerate Alphafold when predicting multiple structures

Cannyedgepytorch ⭐ 61

Isoncorrect ⭐ 45

Error correction of ONT transcript reads

Splitnet Wrn ⭐ 42

Code for ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

Inferelator ⭐ 38

Task-based gene regulatory network inference using single-cell or bulk gene expression data conditioned on a prior network.

Cygrid is a cython-powered convolution-based gridding module for astronomy

A kernel-density-based, embarrassingly parallel ensemble sampler

Discopop ⭐ 31

DiscoPoP - Discovery of Potential Parallelism

Mpi4pyscf ⭐ 29

MPI parallelization for PySCF

Foundational tools for BCG GAMMA’s data science packages.

Morpheus ⭐ 27

A Library For Generating Morphological Semantic Segmentation Maps of Astronomical Images

Covalent Slurm Plugin ⭐ 26

Executor plugin interfacing Covalent with Slurm

Fast, flexible tools to simplify scientific Python

Mpi4py_map ⭐ 22

mpi4py_map provides a simple map() interface to mpi4py that allows easy parallelization of function evaluations over sequential input.

Django Collectfaster ⭐ 18

Parallel file copying for Django's collectstatic.

Aloisius ⭐ 16

A Python library to create/update/delete AWS CloudFormation stacks in parallel

The Microbial Co-occurrence Network Explorer

Task queue, Long lived workers for work based parallelization, with processes and Redis as back-end. For distributed computing.

Genetic Unity ⭐ 13

A framework to train agents in a Unity environment using a genetic algorithm

Gravitation ⭐ 12

n-body-simulation performance test suite

Covalent Awsbatch Plugin ⭐ 10

Executor plugin interfacing Covalent with AWS Batch

Library for building Modular and Asynchronous Graphs with Directed and Acyclic edges (MAGDA)

Tutorial Dask Future ⭐ 10

Tutorial on flexible parallelization in Python using Dask and in R using future

Covalent Kubernetes Plugin ⭐ 9

Executor plugin interfacing Covalent with Kubernetes

A quantum system simulator using PEPS tensor network

Parallelpipe ⭐ 8

Pipeline parallelization library

Smooth parallelization of TI Processes with TM1py

Covalent Ssh Plugin ⭐ 8

Executor plugin interfacing Covalent with remote backends using SSH

AltimPy - Set of tools for processing satellite altimetry data

Covalent Awslambda Plugin ⭐ 8

Executor plugin interfacing Covalent with AWS Lambda

Covalent Ecs Plugin ⭐ 7

Executor plugin interfacing Covalent with Amazon ECS Fargate

Effortless parallelization library for Python

Csp Presentation ⭐ 7

Parallelization of travelling salesman problem using PyCSP

Shingho is a PySpark based statistical library designed for Big Data applications.

Covalent Braket Plugin ⭐ 7

Executor plugin interfacing Covalent with Amazon Braket Hybrid Jobs

Cape Responder ⭐ 6

The responder library abstracts cape's machine reading functionality without the webservices

Parallel_party ⭐ 6

A general purpose Python multithreading module offering easy and pythonic access to CPU or GPU parallelization (CUDA)

Pycompss Autoparallel ⭐ 6

PyCOMPSs AutoParallel

Very Accurate Multiresolution Python Routines

Pytorch Splitnet ⭐ 6

PyTorch implementation of ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization

Corbin's fork of Pydra.

Rsync Backup ⭐ 5

Rsync based backup script with automated MD5 checksum verification and email reporting for centralized backups via SSH.

Minidolfin ⭐ 5

Minimal FE library

Faster Rcnn ⭐ 5

some tricks on faster-rcnn to improve performance

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