47 Open Source Pipeline Framework Software Projects
Free and open source pipeline framework code projects including engines, APIs, generators, and tools.
Entity Relation Extraction 952 ⭐
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
Open Solution Home Credit 403 ⭐
Open solution to the Home Credit Default Risk challenge :house_with_garden:
Smooks 334 ⭐
Extensible data integration Java framework for building XML and non-XML fragment-based applications
Neuraxle 494 ⭐
A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.
Batchflow 170 ⭐
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.
Fluentmediator 146 ⭐
:twisted_rightwards_arrows: FluentMediator is an unobtrusive library that allows developers to build custom pipelines for Commands, Queries and Events.
Strit 85 ⭐
Package strit introduces a new type of string iterator, along with a number of iterator constructors, wrappers and combinators.
Cnstream 153 ⭐
CNStream is a streaming framework for building Cambricon machine learning pipelines http://forum.cambricon.com https://gitee.com/SolutionSDK/CNStream
Cyberreboot Vent 72 ⭐
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.
Open Solution Googleai Object Detection 44 ⭐
Open solution to the Google AI Object Detection Challenge :maple_leaf:
Open Solution Value Prediction 35 ⭐
Open solution to the Santander Value Prediction Challenge :tropical_fish:
Compss 28 ⭐
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.
Steppy Toolkit 20 ⭐
Curated set of transformers that make your work with steppy faster and more effective :telescope:
Surround 19 ⭐
Surround is a framework for building AI driven microservices in Python, https://surround.readthedocs.io/en/latest/
Richflow 16 ⭐
Open Solution Talking Data 11 ⭐
Open solution to the TalkingData AdTracking Fraud Detection Challenge
Alphasql 35 ⭐
AlphaSQL provides Integrated Type and Schema Check and Parallelization for SQL file set mainly for BigQuery
Saantiaguilera Go Pipeline 11 ⭐
Build, execute and represent pipelines (aka workflows / templates) in Go
Gokart 230 ⭐
Gokart solves reproducibility, task dependencies, constraints of good code, and ease of use for Machine Learning Pipeline.
Geoweaver 27 ⭐
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.