Examples

Note

You can install all of the Python library requirements needed to run the example notebooks with: pip install datarobot[examples].

Downloads

Download all the notebooks and the supporting scripts and data files

Download an open source font that supports the Japanese text example (only required in the Advanced Model Insights notebook).

Example Jupyter Notebooks

• Predicting Bad Loans
  • Overview
  • Prerequisites
  • Getting Started
  • Create the Project
  • Select Features for Modeling
  • Run the Automated Modeling Process
  • Exploring Trained Models
  • Generating Predictions
• Modeling Airline Delay
  • Overview
  • Prerequisites
  • Set Up
  • Data Sources
  • Dataset Structure
  • DataRobot Modeling
  • Configure the Python Client
  • Starting a Project
  • Jobs and the Project Queue
  • Features
  • Models
  • Visualizing Models
  • Unlocking the Holdout
  • Retrain on 100%
  • Predictions
• Advanced Model Insights
  • Prerequisites
  • Preparation
  • Configure the Python Client
  • Create Project with features
  • Feature Impact
  • Feature Histogram
  • Lift Chart
  • Rebinned Data
  • ROC curve
  • Word Cloud
• Advanced Model Insights for Regression
  • Prerequisites
  • Preparation
  • Configure the Python Client
  • Create Project with features
  • Residuals Chart
• Advanced Model Tuning
  • Prerequisites
  • Preparation
  • Configure the Python Client
  • Create Project with features
• Time Series Modeling
  • Overview
  • Prerequisites
  • Getting Started
  • Create the Project
  • Identify Known-In-Advance Features
  • Create a Partition Specification
  • Run the Automated Modeling Process
  • Choose the Best Model
  • Generate Predictions

Example Python Source

• Visual AI Python Examples
  • Sample Images
  • Activation Maps
  • Image Embeddings