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The Top 23 Python Task Open Source Projects

Open source projects categorized as Python Task
Celery ⭐ 22,931
Distributed Task Queue (development branch)
dependent packages 976total releases 203most recent commit 3 months agopypi celery} Downloads
Luigi ⭐ 17,046
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
dependent packages 76total releases 80most recent commit 3 months agopypi luigi} Downloads
Reinforcement Learning An Introduction ⭐ 12,490
Python Implementation of Reinforcement Learning: An Introduction
most recent commit 9 months ago
Rq ⭐ 9,347
Simple job queues for Python
dependent packages 120total releases 76most recent commit 3 months agopypi rq} Downloads
Flower ⭐ 6,026
Real-time monitor and web admin for Celery distributed task queue
dependent packages 58total releases 32most recent commit 3 months agopypi flower} Downloads
Xlnet ⭐ 5,709
XLNet: Generalized Autoregressive Pretraining for Language Understanding
total releases 6most recent commit 3 years ago
Apscheduler ⭐ 5,487
Task scheduling library for Python
dependent packages 610total releases 53most recent commit 3 months agopypi APScheduler} Downloads
Huey ⭐ 4,774
a little task queue for python
dependent packages 34total releases 67most recent commit 3 months agopypi huey} Downloads
Invoke ⭐ 4,175
Pythonic task management & command execution.
dependent packages 502total releases 65most recent commit 3 months agopypi invoke} Downloads
Dramatiq ⭐ 3,912
A fast and reliable background task processing library for Python 3.
dependent packages 27total releases 64most recent commit 3 months agopypi dramatiq} Downloads
Simpletransformers ⭐ 3,883
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
dependent packages 27total releases 282most recent commit 4 months agopypi simpletransformers} Downloads
Lm Evaluation Harness ⭐ 3,768
A framework for few-shot evaluation of language models.
dependent packages 3total releases 3most recent commit 3 months agopypi lm-eval} Downloads
Tox ⭐ 3,433
Command line driven CI frontend and development task automation tool.
dependent packages 4,301total releases 209most recent commit 3 months agopypi tox} Downloads
Opendevops ⭐ 3,367
CODO是一款为用户提供企业多混合云、一站式DevOps、自动化运维、完全开源的云管理平台、自动化运
most recent commit a year ago
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115most recent commit 3 months agopypi ploomber} Downloads
Decanlp ⭐ 2,330
The Natural Language Decathlon: A Multitask Challenge for NLP
most recent commit 4 months ago
Gocelery ⭐ 2,062
Celery Distributed Task Queue in Go
dependent packages 6total releases 1most recent commit a year ago
Keras Tcn ⭐ 1,749
Keras Temporal Convolutional Network.
most recent commit 5 months ago
Arq ⭐ 1,739
Fast job queuing and RPC in python with asyncio and redis.
dependent packages 15total releases 59most recent commit 5 months agopypi arq} Downloads
Amazing Python Scripts ⭐ 1,687
🚀 Curated collection of Amazing Python scripts from Basics to Advance with automation task scripts.
most recent commit 3 months ago
Senteval ⭐ 1,627
A python tool for evaluating the quality of sentence embeddings.
most recent commit 3 years ago
Doit ⭐ 1,590
task management & automation tool
dependent packages 62total releases 48most recent commit a year agopypi doit} Downloads
Airflow Maintenance Dags ⭐ 1,567
A series of DAGs/Workflows to help maintain the operation of Airflow
most recent commit 3 months ago
The 10 Most Depended On Python Task Open Source Projects
Tox ⭐ 3,433
Command line driven CI frontend and development task automation tool.
dependent packages 4,301total releases 209latest release November 28, 2023most recent commit 3 months agopypi tox} Downloads
Celery ⭐ 22,931
Distributed Task Queue (development branch)
dependent packages 976total releases 203latest release November 22, 2023most recent commit 3 months agopypi celery} Downloads
Apscheduler ⭐ 5,487
Task scheduling library for Python
dependent packages 610total releases 53latest release November 13, 2023most recent commit 3 months agopypi APScheduler} Downloads
Invoke ⭐ 4,175
Pythonic task management & command execution.
dependent packages 502total releases 65latest release July 12, 2023most recent commit 3 months agopypi invoke} Downloads
Distributed ⭐ 1,514
A distributed task scheduler for Dask
dependent packages 427total releases 217latest release December 01, 2023most recent commit 3 months agopypi distributed} Downloads
Rq ⭐ 9,347
Simple job queues for Python
dependent packages 120total releases 76latest release June 22, 2023most recent commit 3 months agopypi rq} Downloads
Django Celery Beat ⭐ 1,499
Celery Periodic Tasks backed by the Django ORM
dependent packages 69total releases 16latest release March 14, 2023most recent commit 3 months agopypi django-celery-beat} Downloads
Doit ⭐ 1,590
task management & automation tool
dependent packages 62total releases 48latest release April 22, 2022most recent commit a year agopypi doit} Downloads
Flower ⭐ 6,026
Real-time monitor and web admin for Celery distributed task queue
dependent packages 58total releases 32latest release August 13, 2023most recent commit 3 months agopypi flower} Downloads
The 10 Latest Releases In Python Task Open Source Projects
Float_api ⭐ 6
Python wrapper for API for project management service at float.com
total releases 10latest release January 05, 2024most recent commit 4 months ago
Parsl ⭐ 427
Parsl - a Python parallel scripting library
dependent packages 22total releases 101latest release December 11, 2023most recent commit 3 months agopypi parsl} Downloads
Aiometer ⭐ 289
A Python concurrency scheduling library, compatible with asyncio and trio.
dependent packages 10total releases 6latest release December 11, 2023most recent commit 4 months agopypi aiometer} Downloads
Kuyruk ⭐ 231
⚙️ Simple task queue for Python
dependent packages 2total releases 144latest release December 07, 2023most recent commit 5 months agopypi Kuyruk} Downloads
Distributed ⭐ 1,514
A distributed task scheduler for Dask
dependent packages 427total releases 217latest release December 01, 2023most recent commit 3 months agopypi distributed} Downloads
Pytask ⭐ 92
pytask is a workflow management system that facilitates reproducible data analyses.
dependent packages 8total releases 42latest release December 01, 2023most recent commit 3 months agopypi pytask} Downloads
Harpoon ⭐ 22
Docker client that reads from yaml files
total releases 199latest release December 01, 2023most recent commit 5 months ago
Ploomber ⭐ 3,318
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
dependent packages 7total releases 115latest release November 29, 2023most recent commit 3 months agopypi ploomber} Downloads
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