pipeline-framework

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

A DSL for data-driven computational pipelines

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

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

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.

Open solution to the Home Credit Default Risk challenge 🏡

Efficient ML solution for long-tailed demands.

Open solution to the Mapping Challenge 🌎

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

Function Composition for OpenFaaS

CNStream is a streaming framework for building Cambricon machine learning pipelines http://forum.cambricon.com https://gitee.com/SolutionSDK/CNStream

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 is an unobtrusive library that allows developers to build custom pipelines for Commands, Queries and Events.

Relational data pipelines for the science lab

Open solution to the TGS Salt Identification Challenge

Machine is a workflow/pipeline library for processing data

Package strit introduces a new type of string iterator, along with a number of iterator constructors, wrappers and combinators.

pipen - A pipeline framework for python

A lightweight, distributed workflow system

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.