Pipeline Framework Python Packages

mediapipe

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

2.9M 36K 6K

pipefunc

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

94K 471 19

combo

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

59K 663 105

mediapipe-nightly

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

20K 36K 6K

mediapipe-model-maker

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

13K 36K 6K

gokart

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

12K 340 63

pipen

A pipeline framework for python

3K 112 15

pali

Python Applications Lightweight Initiator

1K 1 0

pyppl

A Python PiPeLine framework

1K 112 15

py-turbo

A pipeline system for efficient execution.

922 28 2

torchline

Easy to use Pytorch

873 69 2

pipen-filters

Add a set of useful filters for pipen templates.

863 3 0

informatics

basic algorithm toolkit

773 584 17

pipen-diagram

Draw pipeline diagrams for pipen.

658 5 0

amqpipe

Twisted based pipeline framework for AMQP

634 10 2

corelay

CoRelAy is a tool to compose small-scale (single-machine) analysis pipelines.

623 32 2

pycompss

Python Binding for COMP Superscalar Runtime

608 64 24

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.

602 613 63