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Product Documentation Recipes API Reference Release Notes

Product Documentation Recipes API Reference Release Notes

Overview

Welcome to Fiddler's Documentation!
Product Tour

DOC CHATBOT

Fiddler Docs Chat

QuickStart Notebooks

Simple Monitoring
NLP Monitoring
CV Monitoring
Explainability with a Surrogate Model
Explainability with Model Artifact
Class Imbalance Monitoring Example
Ranking Monitoring Example

Illustrative Walkthroughs

Fraud Detection
Customer Churn Prediction

Platform Guide

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

UI Guide

Administration
Monitoring
Explainability
Analytics
- Useful Queries for Root Cause Analysis
Evaluation
Fairness
Dashboards
- Dashboard Utilities
- Dashboard Interactions

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

Deployment Guide

Deploying Fiddler
Single Sign On with Okta

INTEGRATIONS

Data Pipeline Integrations
ML Platform Integrations
Alerting Integrations
- PagerDuty Integration

Explainability

Platform information

Fiddler's Explainability offering covers:

Point Explainations
Global Explainations
Surrogate Model

Fiddler Demo

Updated 5 days ago