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Data Evaluation

Data Evaluations
Relevance Analysis

Getting Started

Quickstart
Deployment
Using Integrate.ai
Installing the SDK
Data Requirements
Introduction to Sessions

Exploratory Data Analysis

EDA in Individual Mode
EDA in Intersect Mode
Data Analysis Techniques

Data Preprocessing & Feature Engineering

Data Preprocessing & Feature Engineering

Federated Model Training

VFL Model Training
Private Record Linkage (PRL) sessions
VFL SplitNN Model Training
Generalized Linear Models for VFL (VFL-GLM)
Gradient Boosted Models for VFL
HFL Model Training
HFL FFNet Model Training with a Sample Local Dataset (iai_ffnet)
Linear Inference Sessions
HFL-GLM Model Training (iai_glm)
Gradient Boosted Models (HFL-GBM)
Making Predictions
Principal Component Analysis (PCA)

Reference

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

Index

By integrate.ai

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