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Code examples for the book Behavior Analysis with Machine Learning and R

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Detecting Abnormal Behaviors
Detecting Abnormal Behaviors
 
 
Discovering Behaviors with Unsupervised Learning
Discovering Behaviors with Unsupervised Learning
 
 
Encoding Behavioral Data
Encoding Behavioral Data
 
 
Exploring and Visualizing Behavioral Data
Exploring and Visualizing Behavioral Data
 
 
Introduction to Behavior and Machine Learning
Introduction to Behavior and Machine Learning
 
 
Multi-User Validation
Multi-User Validation
 
 
Predicting Behavior with Classification Models
Predicting Behavior with Classification Models
 
 
Predicting Behavior with Deep Learning
Predicting Behavior with Deep Learning
 
 
Predicting Behavior with Ensemble Learning
Predicting Behavior with Ensemble Learning
 
 
Preprocessing Behavioral Data
Preprocessing Behavioral Data
 
 
auxiliary_functions
auxiliary_functions
 
 
install_functions
install_functions
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 

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This is the code repository for the leanpub book Behavior Analysis with Machine Learning and R: A Sensors and Data Driven Approach, 2020 by Enrique Garcia Ceja.

A FREE version of the book is available here.

The pdf e-book version is available at Leanpub.

The datasets used in the book are available here.

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Code examples for the book Behavior Analysis with Machine Learning and R

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data-science machine-learning r pattern-recognition behavior-analysis sensors-data-collection

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