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22 search results found

Airflow ⭐ 34,468

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

Argo Workflows ⭐ 14,264

Workflow Engine for Kubernetes

Orchest ⭐ 3,876

Build data pipelines, the easy way 🛠️

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Easyml ⭐ 1,966

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

Hamilton ⭐ 1,272

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

Hamilton ⭐ 877

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

Model_server ⭐ 618

A scalable inference server for models optimized with OpenVINO™

Lightctr ⭐ 599

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

Bnlearn ⭐ 406

Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

🌻 FlorFlow: Flor, now with Dataflow

Sagemaker Ml Workflow With Apache Airflow ⭐ 104

This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airflow.

ForML - A development framework and MLOps platform for the lifecycle management of data science projects

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

Mlinspect ⭐ 57

Inspect ML Pipelines in Python in the form of a DAG

Primrose ⭐ 33

Primrose modeling framework for simple production models

(deprecated) A fast and memory-efficient Python data engineering framework for machine learning.

Polyaxon Quick Start ⭐ 29

A quick start project for polyaxon

Airflow Valohai Plugin ⭐ 15

🦈 Airflow plugin to scale machine learning tasks with Valohai and get automatic version control

Sunbird Ml Workbench ⭐ 14

Ml Airflow ⭐ 13

Generalized project for running Airflow DAGs, with possibility of skipping tasks already done for some set of input parameters.

Airflow Ml Prediction ⭐ 13

Running ECS task for ML prediction orchestrated by Airflow

Ml_with_dags ⭐ 11

Get introduced to Directed Acyclic Graphs (DAGs) through Dagster with a simple ML program

Airflowjob ⭐ 11

Airflow POC demo : 1) env set up 2) airflow DAG 3) Spark/ML pipeline | #DE

Magnus Core ⭐ 10

Core package of magnus

Numpy_autograd ⭐ 9

a simple implementation of autograd engine

Redisai Js ⭐ 8

A high-performance JavaScript client for RedisAI

Mlinspect Cidr ⭐ 5

Inspect ML Pipelines in Python in the form of a DAG (CIDR Submission version)

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