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General Guides
General Guides
Configure Check Conditions
Create a Custom Suite
Export Outputs to JSON
Export Outputs to Weights & Biases (wandb)
Export Suite Output to a HTML Report
Tabular
How-to Guides
Add a Custom Check
Quickstart in 5 minutes
Use Cases
Classifying Malicious URLs
Checks Demonstrations
Data Distribution
Train Test Feature Drift
Train Test Label Drift
Trust Score Comparison
Whole Dataset Drift
Data Integrity
New Category
Data Duplicates
Dominant Frequency Change
Is Single Value
Label Ambiguity
Mixed Data Types
Mixed Nulls
New Label
Special Characters
String Length Out Of Bounds
String Mismatch
String Mismatch Comparison
Methodology
Boosting Overfit
Datasets Size Comparison
Date Train Validation Leakage Duplicates
Date Train Validation Leakage Overlap
Identifier Leakage
Index Leakage
Model Inference Time
Single Feature Contibution
Single Feature Contribution Train Test
Train Test Samples Mix
Unused Features
Performance
Calibration Score
Confusion Matrix Report
Model Error Analysis
Multi Model Performance Report
Performance Report
Regression Error Distribution
Regression Systematic Error
ROC Report
Segment Performance
Simple Model Comparison
Overview
Columns Info
Model Info
Vision
How-to Guides
Quickstart in 5 minutes
Test Your Extractors In Development
Checks Demonstrations
Data Distribution
Heatmap Comparison
Image Dataset Drift
Image Property Drift
Train Test Label Drift
Train Test Prediction Drift
Performance
Class Performance check
Confision Matrix
Image Segment Performance
Mean Average Precision Report
Mean Average Recall Report
Robustness Report
Simple Model Comparison
How-to Guides
ΒΆ
Quickstart in 5 minutes
Load Data and Model
Implement a Data Object
Run a Deepchecks Suite
Run a Deepchecks Check
Test Your Extractors In Development
Load data and model
Create simple DetectionData object
Running the extractors validation
Understand validation results
The end result
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Quickstart in 5 minutes