
Datalore
8.4#10 in coding playgroundsFrom $29.17 a monthFree planWebAPILinuxSelf-hosted
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| Fact | Datalore | ML Workspace |
|---|---|---|
| Deployment | Datalore On-Premises supports Docker Compose or Kubernetes deployment on 64-bit Linux and does not support ARM, macOS, or Windows hosts. | The project provides Docker images and says they can be deployed on Mac, Linux, and Windows; Docker is required. |
| Purpose | Datalore is a collaborative data science platform for exploring, analyzing, visualizing, and sharing data. | ML Workspace is an all-in-one web-based IDE specialized for machine learning and data science. |
Datalore suits data science teams that need notebooks, shared analysis, and report publishing. It also fits users who work across supported programming languages and databases.
ML Workspace suits individual machine-learning and data-science developers who want browser-based IDEs and preinstalled libraries in a self-hosted environment. It is designed for a single user rather than a multi-user deployment.