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Pipeline Framework Python Packages

Python packages with the GitHub topic pipeline-framework. Sorted by relevance, with stars and monthly downloads.
google
mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

3.1M 35K 6K
pipefunc
pipefunc

Lightweight fast function pipeline (DAG) creation in pure Python for scientific (HPC) workflows 🕸️🧪

31K 463 19
yzhao062
combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

21K 661 105
google
mediapipe-model-maker

Cross-platform, customizable ML solutions for live and streaming media.

16K 35K 6K
google
mediapipe-nightly

Cross-platform, customizable ML solutions for live and streaming media.

14K 35K 6K
m3dev
gokart

Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.

10K 340 62
pwwang
pipen

A pipeline framework for python

8K 110 15
pwwang
pyppl

A pipeline framework for python

2K 110 15
pwwang
pipen-filters

Add a set of useful filters for pipen templates

2K 3 0
marsggbo
torchline

Easy to use Pytorch

1K 69 2
CMU-INF-DIVA
py-turbo

Pyturbo package: A pipeline system for efficient concurrent execution

1K 28 2
AustralianSynchrotron
lightflow

A lightweight, distributed workflow system

880 113 19
a2i2
surround

Surround is a framework for building AI driven microservices in Python, https://surround.readthedocs.io/en/latest/

878 23 29
minerva-ml
steppy-toolkit

Curated set of transformers that make your work with steppy faster and more effective :telescope:

800 23 9
CyberReboot
vent

Vent is a light-weight platform built to automate network collection and analysis pipelines using a flexible set of popular open source tools and technologies. Vent is python-based, extensible, leverages docker containers, and provides both an API and CLI.

779 78 34
Fatal1ty
amqpipe

Twisted based pipeline framework for AMQP

762 10 2
bsc-wdc
pycompss

COMP Superscalar (COMPSs) is a framework which aims to ease the development and execution of applications for distributed infrastructures, such as Clusters, Grids and Clouds.

735 64 24
pengzhengyi
streamlined

Make ML or generic pipeline more streamlined

716 0 0
CubicZebra
informatics

Framework of fast implementation data processing and operating pipelines

619 584 17
pwwang
pipen-diagram

Draw pipeline diagrams for pipen.

541 5 0
giacbrd
smartpipeline

A framework for rapid development of robust data pipelines following a simple design pattern

519 27 3
pipeless-ai
pipeless-ai

An open-source computer vision framework to create and deploy computer vision applications that scale in minutes

448 850 52
Neuraxio
neuraxle

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

445 614 63
miguelaeh
pipeless-ai-tf-models

An open-source computer vision framework to build and deploy apps in minutes

431 850 52
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