pipeline-framework
There are 150 repositories under pipeline-framework topic.
google-ai-edge/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
nextflow-io/nextflow
A DSL for data-driven computational pipelines
yuanxiaosc/Entity-Relation-Extraction
Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019
pipeless-ai/pipeless
An open-source computer vision framework to build and deploy apps in minutes
yzhao062/combo
(AAAI' 20) A Python Toolbox for Machine Learning Model Combination
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.
CubicZebra/informatics
Framework of fast implementation data processing and operating pipelines
minerva-ml/open-solution-home-credit
Open solution to the Home Credit Default Risk challenge :house_with_garden:
pipefunc/pipefunc
Lightweight fast function pipeline (DAG) creation in pure Python for scientific (HPC) workflows 🕸️🧪
thomhurst/ModularPipelines
Write your pipelines in C# !
MegEngine/MegFlow
Efficient ML solution for long-tailed demands.
neptune-ai/open-solution-mapping-challenge
Open solution to the Mapping Challenge :earth_americas:
m3dev/gokart
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
s8sg/faas-flow
Function Composition for OpenFaaS
analysiscenter/batchflow
BatchFlow helps you conveniently work with random or sequential batches of your data and define data processing and machine learning workflows even for datasets that do not fit into memory.
ivanpaulovich/FluentMediator
:twisted_rightwards_arrows: FluentMediator is an unobtrusive library that allows developers to build custom pipelines for Commands, Queries and Events.
datajoint/datajoint-python
Relational data pipelines for the science lab
whitaker-io/machine
Machine is a workflow/pipeline library for processing data
neptune-ai/open-solution-salt-identification
Open solution to the TGS Salt Identification Challenge
AustralianSynchrotron/lightflow
A lightweight, distributed workflow system
pwwang/pipen
A pipeline framework for python
ESIPFed/Geoweaver
boost data pipeline's tangibility, enhance research productivity, reduce work anxiety
maxim2266/strit
Package strit introduces a new type of string iterator, along with a number of iterator constructors, wrappers and combinators.
benfoster/Flo
Lightweight library for composing chain of responsibility pipelines
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.
marsggbo/torchline
Easy to use Pytorch
bsc-wdc/compss
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.
Matts966/alphasql
AlphaSQL provides Integrated Type and Schema Check and Parallelization for SQL file set mainly for BigQuery
Cambricon/CNStream
CNStream is a streaming framework for building Cambricon machine learning pipelines http://forum.cambricon.com https://gitee.com/SolutionSDK/CNStream
houmo-ai/mediapipe_plus
The purpose of this project is to apply mediapipe to more AI chips.
minerva-ml/open-solution-googleai-object-detection
Open solution to the Google AI Object Detection Challenge :maple_leaf:
cginternals/gloperate
C++ library for defining and controlling modern GPU rendering/processing operations.
minerva-ml/open-solution-value-prediction
Open solution to the Santander Value Prediction Challenge :tropical_fish:
emanuega/MERlin
MERlin is an extensible analysis pipeline applied to decoding MERFISH data
CMU-INF-DIVA/pyturbo
Pyturbo package: A pipeline system for efficient concurrent execution
virelay/corelay
CoRelAy is a tool to compose small-scale (single-machine) analysis pipelines.