Welcome to Datmo’s documentation!

Datmo is an open source model tracking and reproducibility tool for developers.

Features

• One command environment setup (languages, frameworks, packages, etc)
• Tracking and logging for model config and results
• Project versioning (model state tracking)
• Experiment reproducibility (re-run tasks)
• Visualize + export experiment history

Table of contents

• Quickstart
  • Hello World
  • Spinning up a TensorFlow Jupyter Notebook
• Workflows
  • Setting up your environment
  • Running an experiment
  • Creating a Snapshot
• Tutorials
• Datmo Concepts
  • Environments
  • Workspaces
  • Runs
  • Tasks
  • Snapshots
• Setting Up Your Environment
  • Using a Default Environment
  • Adding to a Default Environment
  • Bringing Your Own Environment
• Visualizing Snapshots
  • View all Snapshots within a project
  • Inspect a single Snapshot
  • Compare two Snapshots
• Command Line Utility
  • commands
  • Sub-commands:
    • init
    • version
    • status
    • cleanup
    • dashboard
    • configure
    • notebook
    • jupyterlab
    • terminal
    • rstudio
    • run
    • ls
    • stop
    • delete
    • rerun
    • environment
    • snapshot
• Python SDK
  • datmo.snapshot module
• Frequently Asked Questions
  • Environment Questions

Indices and tables

• Index
• Module Index
• Search Page