<commit_before># [PredictionIO](http://prediction.io)

PredictionIO is an open source machine learning framework for developers and data scientists. It supports event collection, deployment of algorithms, evaluation, querying predictive results via REST APIs. 

To get started, check out <http://prediciton.io>!

## Table of contents
- [Installation](#installation)
- [Quick start](#quick-start)
- [Bugs and feature requests](#bugs-and-feature-requests)
- [Documentation](#documentation)
- [Contributing](#contributing)
- [Community](#community)


## Installation  

Five installation options available. 

[//]: # (* Deploying PredictionIO on Amazon Web Services)
* [Installing PredictionIO on Linux / Mac OS X](install/install-linux.html)
* [Installing PredictionIO from Source Code](install/install-sourcecode.html)
* [Launching PredictionIO on AWS](install/launch-aws.html)
* [Installing PredictionIO with Docker](projects.html#docker-installation-for-predictionio) (Community contributed)
* [Installing PredictionIO with Vagrant](projects.html#vagrant-installation-for-predictionio) (Community contributed)


## Quick start
See [Engine Template Quick Start](templates/index.html) Guide.

## Bugs and feature requests

Have a bug or a feature request?  Please search for existing and closed issues on the [Community Forum](https://groups.google.com/forum/#!forum/predictionio-user). If your problem or idea is not addressed yet, [please open a new issue](https://github.com/PredictionIO/PredictionIO/issues/new).


## Documentation

PredictionIO’s documentation, included in this repo in the root directory, is built with [Jekyll](http://jekyllrb.com) and publicly hosted at <http://docs.prediction.io/current/>. The docs may also be run locally.
<commit_msg>Point links in docs/manual/README.md to docs.pio<commit_after># [PredictionIO](http://prediction.io)

PredictionIO is an open source machine learning framework for developers and data scientists. It supports event collection, deployment of algorithms, evaluation, querying predictive results via REST APIs. 

To get started, check out <http://prediciton.io>!

## Table of contents
- [Installation](#installation)
- [Quick start](#quick-start)
- [Bugs and feature requests](#bugs-and-feature-requests)
- [Documentation](#documentation)
- [Contributing](#contributing)
- [Community](#community)


## Installation  

Five installation options available. 

[//]: # (* Deploying PredictionIO on Amazon Web Services)
* [Installing PredictionIO on Linux / Mac OS X](http://docs.prediction.io/current/install/install-linux.html)
* [Installing PredictionIO from Source Code](http://docs.prediction.io/current/install/install-sourcecode.html)
* [Launching PredictionIO on AWS](http://docs.prediction.io/current/install/launch-aws.html)
* [Installing PredictionIO with Docker](http://docs.prediction.io/current/projects.html#docker-installation-for-predictionio) (Community contributed)
* [Installing PredictionIO with Vagrant](http://docs.prediction.io/current/projects.html#vagrant-installation-for-predictionio) (Community contributed)


## Quick start
See [Engine Template Quick Start](http://docs.prediction.io/current/templates/index.html) Guide.

## Bugs and feature requests

Have a bug or a feature request?  Please search for existing and closed issues on the [Community Forum](https://groups.google.com/forum/#!forum/predictionio-user). If your problem or idea is not addressed yet, [please open a new issue](https://github.com/PredictionIO/PredictionIO/issues/new).


## Documentation

PredictionIO’s documentation, included in this repo in the root directory, is built with [Jekyll](http://jekyllrb.com) and publicly hosted at <http://docs.prediction.io/current/>. The docs may also be run locally.

{'fraction_non_alphanumeric': 0.11533351049694393, 'fraction_numerical': 0.0, 'mean_word_length': 5.489655172413793, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 7, 'https://': 4, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4853485', 'n_tokens_mistral': 1090, 'n_tokens_neox': 1027, 'n_words': 321}