User Guide

Here you can find the key concepts, structure, recommended flow, and dive in to many of the deepchecks functionalities.

• Key Concepts
  • Check
  • Condition
  • Suite
• When Should You Validate & Built-In Suites
  • Built-In Suites - API Reference
  • Typical Validation Scenarios
  • New Data: Single Dataset Validation
  • After Splitting the Data: Train-Test Validation
  • After Training a Model: Analysis & Validation
  • General Overview: Full Suite
• The Dataset Object
  • Class Properties
  • Creating a Dataset
  • Useful Functions
  • Inferring Categorical Features
• Supported Models
  • Required Model Interface
  • Optional Model Interface

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Key Concepts