edwardcao / aiblueprints Goto Github PK

Requirements:

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

Requirements for backend Twitter collector and analyzer:

• Java JDK 8
• Maven

Requirements for frontend dashboard:

• Python 3
• Dash by Plotly

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.

Requirements for Twitter collector:

• Java JDK 8
• Maven

Requirements for image classifier:

• Python 3
• TensorFlow, tested on 1.10

Or:

• C/C++ compiler
• darknet

Requirements for ARIMA example:

• Python 3
• numpy
• scikit-learn
• pandas
• matplotlib
• statsmodels
• pyramid

Requirements for Bayesian example:

• Python 3
• numpy
• scikit-learn
• pandas
• matplotlib
• pydlm

Requirements for Clustering, Linear Regression, and Zscore examples:

• Python 3
• numpy
• scikit-learn
• pandas
• matplotlib

Requirements for RPCA example:

• Java JDK 8

• 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