LeapYear Python Client

Welcome to the Python API documentation for the LeapYear Secure ML module. This documentation is meant to provide a detailed reference for programmatically interacting with the LeapYear Core software.

Visit guides.leapyear.io to access higher-level material such as:

• an executive-level introduction to LeapYear.

• an architecture overview.

• a step-by-step tutorial for building your first model in LeapYear.

• a data science reference containing code snippets for data exploration, feature engineering, supervised and unsupervised learning.

• best practices for differentially private analytics.

• guides for admins and architects.

Table of Contents:

• Getting Started
  • Connecting to LeapYear and Exploring
  • The DataSet Class
• Data Analysis
  • Statistics
  • Machine Learning
• Management and Administration
  • Managing the LeapYear Server
• API
  • Module leapyear
  • Module leapyear.admin
  • Module leapyear.admin.grants
  • Module leapyear.jobs
  • Module leapyear.dataset
  • Module leapyear.functions
  • Module leapyear.feature
  • Module leapyear.analytics
  • Module leapyear.analytics.classes
  • Module leapyear.model
  • Module leapyear.exceptions
  • Module leapyear.ext

Reference

• Index