pipeline-framework

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

tensorflow pipeline-framework relation-extraction entity-extraction competition-code bert-model

UpdatedJun 1, 2020
Python

pipeless-ai /pipeless

Star767

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

python machine-learning cloud video computer-vision deep-learning gstreamer ffmpeg multimedia inference pipeline-framework artificial-intelligence stream-processing video-processing perception yolo object-detection inference-server vision-framework multimedia-applications

UpdatedMay 8, 2024
Rust

yzhao062 /combo

Sponsor

Star657

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

python data-science machine-learning data-mining pipeline-framework ensemble-learning aggregation machine-learning-pipelines model-combination

UpdatedJan 14, 2023
Python

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 enviro…

machine-learning framework deep-learning pipeline scikit-learn python-library parallel pipeline-framework hyperparameters hyperparameter-optimization hyperparameter-tuning hyperparameter-search neuraxle

UpdatedMay 4, 2025
Python

CubicZebra /informatics

Star584

Framework of fast implementation data processing and operating pipelines

machine-learning neural-network pipeline-framework data-visualization transformer scientific-computing mathematical-statistics

UpdatedSep 6, 2025
Python

minerva-ml /open-solution-home-credit

Star457

Open solution to the Home Credit Default Risk challenge 🏡

python competition open-source machine-learning deep-learning pipeline neptune pipeline-framework python3 kaggle xgboost lightgbm feature-engineering reproducibility python35 credit-scoring reproducible-experiments credit-risk

UpdatedJun 22, 2022
Python

pipefunc /pipefunc

Star427

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

hpc reproducible-research workflow-engine parallel-computing slurm pipelines pipeline-framework dag

UpdatedNov 5, 2025
Python

thomhurst /ModularPipelines

Sponsor

Star408

Write your pipelines in C# !

build csharp pipeline dotnet dotnetcore pipelines pipeline-framework build-tool dotnet-core build-system build-tools pipeline-deploy

UpdatedNov 6, 2025
C#

MegEngine /MegFlow

Star407

Efficient ML solution for long-tailed demands.

rust computer-vision deep-learning pipeline pipeline-framework python3 megengine megenginelite

UpdatedMay 26, 2023
Rust

neptune-ai /open-solution-mapping-challenge

Star388

Open solution to the Mapping Challenge 🌎

python competition data-science machine-learning deep-learning pipeline neptune pipeline-framework kaggle lightgbm satellite-imagery unet data-science-learning crowdai unet-pytorch unet-image-segmentation machine-learning-lab mapping-challenge

UpdatedMar 22, 2021
Python

m3dev /gokart

Star333

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

machine-learning pipeline-framework luigi gokart mlops

UpdatedAug 11, 2025
Python

s8sg /faas-flow

Star261

Function Composition for OpenFaaS

automation integration serverless pipeline workflow-engine pipeline-framework faas function-composition function-chain openfaas openfaas-template faas-flow

UpdatedMar 26, 2023
Go

analysiscenter /batchflow

Star201

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.

python workflow data-science machine-learning pipeline workflow-engine pipeline-framework python3