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Orchest vs Jovian: What are the differences?
Orchest: An open source tool for creating data science pipelines. It is a web-based data science tool that works on top of your filesystem allowing you to use your editor of choice. With Orchest you get to focus on visually building and iterating on your pipeline ideas. Under the hood Orchest runs a collection of containers to provide a scalable platform that can run on your laptop as well as on a large scale cloud cluster; Jovian: Tooling and workflows built specifically for data science. It is a better place for your data science projects, Jupyter notebooks, machine learning models, experiment logs, results, and more.
Orchest and Jovian can be primarily classified as "Data Science" tools.
Some of the features offered by Orchest are:
- Visual pipeline editor
- Executable notebooks
- Open source
On the other hand, Jovian provides the following key features:
- Collaboration platform built for data science
- Simple Jupyter notebook versioning
- Compare and analyze experiments