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Data Intelligence Applications

Team 15


Surname Name Contact Info
Bionda Andrea [email protected]
Derin Damiano [email protected]
Diecidue Andrea [email protected]
Urbano Antonio [email protected]
Voltan Enrico [email protected]

Description


This repository contains the implementation of the project Pricing + Advertising for the year 2019/2020 of the course Data Intelligence Applications held at Politecnico di Milano.

The full description of our implementation is contained in report.pdf.

Usage


Execute the project

  • PART: part to execute, one of: '2', '3', '4', '5', '6', '7_n' (part 7 normal), '7_b' (part 7 binomial) or 'all' (execute all the parts in sequence)
  • EXPERIMENTS: number of different experiments for each part
  • SEED: seed parameter (optional)
cd DataIntelligenceApplications
python TestingOneShot.py -p PART -e EXPERIMENTS

It is possible to configure other implementation parameters in Config.py.

In this directory will be saved the charts of the execution.

Installation

Clone and install:

git clone https://github.com/damiano9669/DataIntelligenceApplications.git
cd DataIntelligenceApplications
pip install -r requirements.txt

Requirements

  • scikit-learn==0.20.0
  • seaborn>=0.10.1
  • numpy>=1.18.5
  • pandas>=1.1.1
  • scipy>=1.4.1
  • matplotlib>=3.3.1

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Data Intelligence Applications - course project

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