The code for this repository is under development 👷

Chapter 2

Requirements:

Java JDK 8
Maven
Amazon AWS Command Line interface (optional)

Chapter 3

Requirements for backend Twitter collector and analyzer:

Java JDK 8
Maven

Requirements for frontend dashboard:

Python 3
Dash by Plotly

Chapter 4

Requirements:

Python 3
implicit
numpy
scikit-learn
flask
faiss (optional)

Note, if faiss, comment-out the lines that use faiss code in http_api.py.

Note, amazon_title_similarity.py cannot be used without first downloading metadata.json from this Amazon dataset, but the code can easily be adapted to find similarities between other strings.

Chapter 5

Requirements for Twitter collector:

Java JDK 8
Maven

Requirements for image classifier:

Python 3
TensorFlow, tested on 1.10

Or:

C/C++ compiler
darknet

Chapter 6

Requirements for ARIMA example:

Requirements for Bayesian example:

Requirements for Clustering, Linear Regression, and Zscore examples:

Requirements for RPCA example:

Java JDK 8

Chapter 7

Java JDK 8
Maven
Python 3
Rasa NLU
Node.js 8 and Chatito or use Chatito online
tuProlog if you wish to test Prolog code before integrating with Java