Active Learning clustering of flight data
Python
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Latest commit 3b2ed58 Jul 6, 2017 @lteixeir Add Multi-Layer Perceptron implementation
Change the logistic classifier by a MLP implemented with Theano

README.md

Active Learning Demo

Active Learning clustering of flight data

Dependencies

This repository requires the following packages:

  • Python 3
  • matplotlib
  • numpy
  • scikit-learn
  • pandas
  • PyQt5

Compiling UI

To generate the code for the UI, use the pyuic5 tool:

for ui_file in $(find demo/ui -name "*.ui")
do
   pyuic5 $ui_file -o ${ui_file:r}.py
done

Running

The main file is demo.py. In this file you can specify the path to the input data dir, with all the flight data, as well as to the csv file that has the features obtained by using DTW.

python run_demo.py