Top pipeline-framework open source projects

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

✭ 15,338

C++Starlark java python Objective-C++objective c android deep-learning machine-learning computer-vision framework inference video-processing audio-processing stream-processing mobile-development calculator pipeline-framework perception graph-framework graph-based mediapipe

alphasql

AlphaSQL provides Integrated Type and Schema Check and Parallelization for SQL file set mainly for BigQuery

richflow

A Node.js and JavaScript synchronous data pipeline processing, data sharing and stream processing library. Actionable & Transformable Pipeline data processing.

✭ 17

javascript nodejs data-stream data-transformation pipeline-framework data-flow synchronous data-pipeline streaming-data data-processor pipe-data

effepi

Fun functional programming with pipelinable functions

✭ 13

typescript javascript pipeline functional-programming functions pipeline-framework unicorn

lightflow

A lightweight, distributed workflow system

✭ 67

python shell workflow pipeline workflow-engine pipeline-framework networkx celery workflow-automation

pipen

pipen - A pipeline framework for python

✭ 82

python workflow pipeline jinja2 workflow-engine pipeline-framework dot

open-solution-googleai-object-detection

Open solution to the Google AI Object Detection Challenge 🍁

✭ 46

python Jupyter Notebook challenge data-science machine-learning deep-neural-networks deep-learning pipeline reproducible-research pipeline-framework object-detection reproducibility reproducible-experiments mask-rcnn detection-network retina-net google-ai-challange

surround

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

✭ 19

python data-science machine-learning pipeline-framework model-serving

Geoweaver

a web system to allow users to automatically record history and manage complicated scientific workflows in web browsers involving the online spatial data facilities, high-performance computation platforms, and open-source libraries.

MERlin

MERlin is an extensible analysis pipeline applied to decoding MERFISH data

✭ 19

python modular image-processing pipeline-framework cloud-computing segmentation transcriptomics merfish

datajoint-python

Relational data pipelines for the science lab

✭ 140

python Dockerfile mysql s3 databases pipeline-framework scientific-computing cloud-computing data-analysis relational-databases data-pipelines workflow-management datajoint relational-algebra relational-model

mediapipe plus

The purpose of this project is to apply mediapipe to more AI chips.

MegFlow

Efficient ML solution for long-tailed demands.

✭ 372

rust python javascript HTML CSS shell computer-vision deep-learning pipeline pipeline-framework megengine megenginelite

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.

✭ 73

python Dockerfile Makefile shell go docker redis cli elasticsearch automation deployment rabbitmq containers gpu scheduling syslog pipelines tui pipeline-framework prototyping

Top 14 pipeline-framework open source projects