Jovian: The platform for all your Data Science projects

Jovian.ml is a platform for sharing and collaboraring on Jupyter notebooks and data science projects. jovian-py is an open-source Python package for uploading your data science code, Jupyter notebooks, ML models, hyperparameters, metrics etc. to your Jovian.ml account.

Getting Started

• Installation
• Uploading Jupyter Notebooks to Jovian
  • Uploading Notebooks
  • Benefits of Jovian
• Reproducing uploaded notebooks
  • Clone
  • Install
  • Pull
• Notebook versioning and diffs
  • Version control
  • View Differences
• Attaching files and model outputs
  • How to attach files?
  • What to include in the files argument?
  • What to include in the artifacts argument?
  • Where to search for the files after committing?
• Tracking Datasets, Hyperparameters and Metrics
  • Dataset
  • Hyperparameters
  • Metrics
  • Reset
• Comparing and Analyzing experiments
  • Sort
  • Show, Hide and Reorder columns
  • Add notes
  • View Diff between specific versions
  • Archive/Delete versions
  • Filter
• Collaborating on Jovian projects
  • How to add collaborators?
  • Comment on individual code cells
  • Maintain public, secret and private notebooks
• Slack Notifications
  • Connect to a Slack Workspace
  • Send Notifications from your script
  • Integration Preferences
• Embed Jupyter Notebooks with Jovian.ml
  • Live Demo
  • Open up Embed modal
    • Click on Embed button
    • Click on Embed icon on any cell
  • Customize options and preview
  • Copy and Embed
    • Copy Embed Link for sites which support oEmbed
    • Copy iframe code and add it to a website
• Git Integration
• Jovian Pro

Jovian: Libraries and Integrations

Jovian integrates seamlessly with your favorite tools and libraries. Automate your workflow and boost your productivity.

Integrations

• Jupyter Notebook Extension
  • Using Jovian Jupyter Extension
    • Valid API key
    • Error with API key
    • Successful Commit
  • Commit with more options
  • Enable or Disable the extension
• Jupyter Lab Extension
  • Using Jovian Jupyter Lab Extension
    • Valid API key
    • Error with API key
    • Successful Commit
  • Commit with more options
  • Enable or Disable the extension from CLI
• Slack Integration
  • Connect to a Slack Workspace
  • Send Notifications from your script
  • Integration Preferences
• Github Integration
• Keras Integration
• Fastai Integration
• VS Code Integration
• PyCharm Integration
• Tensorflow Integration
• PyTorch Integration
• Telegram Integration
• Scikit Learn Integration
• Xgboost Integration
• SciPy Integration
• OpenCV Integration
• Apache Spark Integration
• Anaconda Integration