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Getting Started

Quickstart
Deployment
Using Integrate.ai
Installing the SDK
Task Runner Test Script
Data Requirements

Vertical Federated Learning

VFL Model Training
Private Record Linkage (PRL) sessions
VFL SplitNN Model Training
VFL Prediction Session Example
Generalized Linear Models for VFL (VFL-GLM)
Gradient Boosted Models for VFL

Horizontal Federated Learning

HFL Model Training
HFL FFNet Model Training with a Sample Local Dataset (iai_ffnet)
Linear Inference Sessions
HFL-GLM Model Training with a Sample Local Dataset (iai_glm)
Gradient Boosted Models (HFL-GBM)
Making Predictions

Data Analysis Techniques

Data Analysis
EDA in Individual Mode
EDA in Intersect Mode
Principal Component Analysis (PCA)
Data Valuation

Reference

Model Packages
Strategy Library
Evaluation metrics
Differential Privacy
On-prem Task Runner (Server)
Release Notes
API Documentation

Index

By integrate.ai

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