Python Parallel

Open-source Python projects categorized as Parallel | Edit details

Top 14 Python Parallel Projects

  • GitHub repo tqdm

    A Fast, Extensible Progress Bar for Python and CLI

    Project mention: -🎄- 2021 Day 5 Solutions -🎄- | reddit.com/r/adventofcode | 2021-12-04

    My solution in Python. Nothing to boast about: lazy brute force, if that makes any sense. The optional dependency on tqdm helped muster patience.

  • GitHub repo Ray

    An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

    Project mention: JORLDY: OpenSource Reinforcement Learning Framework | reddit.com/r/reinforcementlearning | 2021-11-08

    Distributed RL algorithms are provided using ray

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo Numba

    NumPy aware dynamic Python compiler using LLVM

    Project mention: What is the best way to implement staging? | reddit.com/r/ProgrammingLanguages | 2021-12-07
  • GitHub repo optuna

    A hyperparameter optimization framework

    Project mention: [P] optimization of Hugging Face Transformer models to get Inference < 1 Millisecond Latency + deployment on production ready inference server | reddit.com/r/MachineLearning | 2021-11-05

    There are plenty of different options to do that in OSS, the most well known being optuna (https://github.com/optuna/optuna).

  • GitHub repo redo

    Smaller, easier, more powerful, and more reliable than make. An implementation of djb's redo.

    Project mention: Perl analogue of Python's doit? | reddit.com/r/perl | 2021-02-24

    redo or GNU Make with Perl scripts

  • GitHub repo parallel-ssh

    Asynchronous parallel SSH client library.

  • GitHub repo adaptive

    :chart_with_upwards_trend: Adaptive: parallel active learning of mathematical functions

    Project mention: Graph plotting software for nasty function | reddit.com/r/math | 2021-03-07

    Getting Python to calculate the equation for you shouldn't be a problem. The problem is that it may be having trouble figuring out which points to sample from. Using a uniformly spaced set of points won't necessarily result in the best looking curve, especially after interpolation. There is the adaptive package which does smart sampling of expensive functions. The idea is you give the function, and the adaptive library will learn the best x values to use and also return f(x).

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo malib

    A parallel framework for population-based multi-agent reinforcement learning.

    Project mention: MALib: A parallel framework for population-based multi-agent reinforcement learning | reddit.com/r/reinforcementlearning | 2021-07-23

    Code for https://arxiv.org/abs/2106.07551 found: https://github.com/sjtu-marl/malib

  • GitHub repo entangle

    A lightweight (serverless) native python parallel processing framework based on simple decorators and call graphs.

    Project mention: New Parallel Compute Framework with AI Examples | reddit.com/r/deeplearning | 2021-05-31
  • GitHub repo 🚀 IPpy

    :rocket: Ping IP addresses and domains in parallel to find the accessible and inaccessible ones. (by shivammathur)

  • GitHub repo pyeventbus

    Python Eventbus

  • GitHub repo git-pull

    Parallelized web scraper for Github

    Project mention: I made git-pull: a tool for scraping data from the Github website | reddit.com/r/datasets | 2021-05-13

    The irony is that your project wouldn't work on its own repo due to the Great Main Branch Rename ™ : https://github.com/shobrook/git-pull/blob/main/git_pull/git_pull.py#L18

  • GitHub repo raffiot.py

    Robust And Fast Functional IO Toolkit

    Project mention: I'm learning monads by implementing IO in different languages | reddit.com/r/functionalprogramming | 2021-11-18
  • GitHub repo OpenSCAD-Parallel-Build

    Python script to simplify and parallelise the STL creation of OpenSCAD projects

    Project mention: Question about CPU recommendation | reddit.com/r/openscad | 2021-09-12
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-12-07.

Python Parallel related posts

Index

What are some of the best open-source Parallel projects in Python? This list will help you:

Project Stars
1 tqdm 20,205
2 Ray 18,352
3 Numba 7,056
4 optuna 5,614
5 redo 1,586
6 parallel-ssh 955
7 adaptive 687
8 malib 230
9 entangle 98
10 🚀 IPpy 53
11 pyeventbus 15
12 git-pull 12
13 raffiot.py 10
14 OpenSCAD-Parallel-Build 0
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