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PredictionIO Docs
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PredictionIO Docs
Apache PredictionIO® Documentation
Welcome to Apache PredictionIO®
Getting Started
A Quick Intro
Installing Apache PredictionIO
Downloading an Engine Template
Deploying Your First Engine
Customizing the Engine
Integrating with Your App
App Integration Overview
List of SDKs
Java & Android SDK
PHP SDK
Python SDK
Ruby SDK
Community Powered SDKs
Deploying an Engine
Deploying as a Web Service
Batch Predictions
Monitoring Engine
Setting Engine Parameters
Deploying Multiple Engine Variants
Engine Server Plugin
Customizing an Engine
Learning DASE
Implement DASE
Troubleshooting Engine Development
Engine Scala APIs
Collecting and Analyzing Data
Event Server Overview
Collecting Data with REST/SDKs
Events Modeling
Unifying Multichannel Data with Webhooks
Channel
Importing Data in Batch
Using Analytics Tools
Event Server Plugin
Choosing an Algorithm
Built-in Algorithm Libraries
Switching to Another Algorithm
Combining Multiple Algorithms
Adding Your Own Algorithms
Tuning and Evaluation
Overview
Hyperparameter Tuning
Evaluation Dashboard
Choosing Evaluation Metrics
Building Evaluation Metrics
System Architecture
Architecture Overview
Using Another Data Store
PredictionIO® Official Templates
Intro
Recommendation
Quick Start
DASE
Evaluation Explained
How-To
Read Custom Events
Customize Data Preparator
Customize Serving
Train with Implicit Preference
Filter Recommended Items by Blacklist in Query
Batch Persistable Evaluator
E-Commerce Recommendation
Quick Start
DASE
How-To
Train with Rate Event
Adjust Score
Similar Product
Quick Start
DASE
How-To
Multiple Events and Multiple Algorithms
Returns Item Properties
Train with Rate Event
Get Rid of Events for Users
Recommend Users
Classification
Quick Start
DASE
How-To
Use Alternative Algorithm
Read Custom Properties
Engine Template Gallery
Browse
Submit your Engine as a Template
Demo Tutorials
Community Contributed Demo
Text Classification Engine Tutorial
Getting Involved
Contribute Code
Contribute Documentation
Contribute a SDK
Contribute a Webhook
Community Projects
Getting Help
FAQs
Support
Resources
Command-line Interface
Release Cadence
Developing Engines with IntelliJ IDEA
Upgrade Instructions
Glossary
Apache Software Foundation
Apache Homepage
License
Sponsorship
Thanks
Security
Demos
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Demos
Current Demos
Text Classification
- an official demo of Apache PredictionIO.
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