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Product Documentation Recipes API Reference Release Notes

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Product Documentation Recipes API Reference Release Notes

Overview

Welcome to Fiddler's Documentation!
Product Tour

QuickStart Notebooks

Simple Monitoring
NLP Monitoring
CV Monitoring
Explainability with a Surrogate Model
Explainability with Model Artifact

Illustrative Walkthroughs

Fraud Detection
Customer Churn Prediction

Platform Guide

Administration
Project Architecture
Model: Artifacts, Package, Surrogate
Monitoring
Explainability
- Point Explainability
- Global Explainability
Fairness
Analytics and Evaluation
Model Task Types
Supported Browsers

UI Guide

Administration
Monitoring
Explainability
Analytics
- Useful Queries for Root Cause Analysis
Evaluation
Fairness

Client Guide

Installation and Setup
Authorizing the Client
Designing a Baseline Dataset
Uploading a Baseline Dataset
Customizing Your Dataset Schema
Specifying Custom Missing Value Encodings
Onboarding a Model
Surrogate Models - Client Guide
Uploading model artifacts
Updating model artifacts
Package.py Examples
ML Framework Examples
Publishing Production Data
Alerts with Fiddler Client
Alerting Integrations
- PagerDuty Integration
Data Pipeline Integrations
ML Platform Integrations
- SageMaker ML Integration

Deployment Guide

Deploying Fiddler
Single Sign On with Okta

Explainability

Platform information

Fiddler's Explainability offering covers:

Point Explainations
Global Explainations
Surrogate Model

Updated about 2 months ago