Project Hadron
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Table of Contents
Project Hadron
Getting Started
Building Components
Introducing Components
Building for Feature Selection
Building for Feature Engineering
Building a Controller
Adding Variable Transformers
Enrich and Report a Component
Building for Models
Running Components
Building a Capability
Synthetic Builder Use Case
API Documentation
The Contributor Guide
Project Hadron
Building Components
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Building Components
Table of Contents
Introducing Components
First Steps
Run Component
Reloading and Extending the Component
Environment Variables
Building for Feature Selection
Setting Up
Adding Select Actions
Features of Interest
Run Component
Ordering the Actions of a Component
Run Ordered Actions
Include a Run Book
Building for Feature Engineering
Setting Up
Engineering the Features
Run Component
Imputation
Include a Run Book
Building a Controller
Setting Up
Add Components
Report
Run Controller Pipeline
Adding Variable Transformers
Components Used
Dimensionality Reduction
Missing data imputation
Categorical encoding
Discretisation
Outlier capping or removal
Feature Scaling
Variable transformation
Enrich and Report a Component
Reports: Citing the Data
Reports: Data Veracity and Insight
Reports: Observing Intent
Reports: Data Analysis
Reports: Adding Information of Interest
Building for Models
Setting Up
Synthetic Binary Classification
Discovery
Prediction
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