Metaflow Alternatives
Metaflow
Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning.
Metaflow provides a unified API to the infrastructure stack that is required to execute data science projects, from prototype to production.
Best Metaflow Alternatives
Need an alternative to Metaflow? Read on. We've looked at the best Metaflow alternatives available for Windows, Mac and Android.
RunDeck
FreeOpen SourceLinuxRunDeck is an open source automation service with a web console, command line tools and a WebAPI. It lets you easily run automation tasks across a set of nodes.
Features:
- Job scheduling
- Task Scheduling
- Workflow Automation
- Configuration
- Configuration Management
- Server Management
Zenaton
FreemiumClever CloudSoftware as a Service (SaaS)HerokuA Workflow Builder for Developers. Build event-driven processes in days instead of months .
Features:
- Workflow
- Container Orchestration
- Error Handling
- Real-time monitoring
- Workflow Triggers
- API Integration
- Php
- Python
- Ruby
- Scheduling
- Task Automation
- Task Scheduling
- Workflow Automation
Apache Airflow
FreeOpen SourceLinuxAirflow is a platform to programmaticaly author, schedule and monitor data pipelines. Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The...
Features:
- Task Management
- Task Scheduling
- Python
- Workflow
Shipyard App
FreemiumWebSoftware as a Service (SaaS)Workflow Automation Platform for Data Teams. Build, Monitor, and Share Data Solutions 10x faster without DevOps.
Features:
- Business Intelligence
- Data analytics
- Data-management
- Data science
- Developer Tools
- Workflow
- Workflow Automation
- Workflow Management
StackStorm
FreeOpen SourceLinuxStackStorm is a powerful open-source automation platform that wires together all of your apps, services and workflows. It’s extendable, flexible, and built with love for...
Features:
- Job scheduling
- REST API
- Scheduling
- SSH
- Workflow Automation
Apache Oozie
FreeOpen SourceLinuxOozie is a workflow scheduler system to manage Apache Hadoop jobs. Oozie Workflow jobs are Directed Acyclical Graphs (DAGs) of actions. Oozie Coordinator jobs are...
Azkaban
FreeOpen SourceLinuxAzkaban is a batch workflow job scheduler created at LinkedIn to run Hadoop jobs. Azkaban resolves the ordering through job dependencies and provides an easy to use web...
Luigi
FreeOpen SourceLinuxLuigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes...
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