From 268a802b0583ec03faf948a2792a15cb1a8951b4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alberto=20Bl=C3=A1zquez=20Herranz?= Date: Fri, 3 Apr 2020 21:03:23 +0200 Subject: [PATCH] (Empty) Initial commit for the project. --- Wrapper.py | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 Wrapper.py diff --git a/Wrapper.py b/Wrapper.py new file mode 100644 index 0000000..3ac0f18 --- /dev/null +++ b/Wrapper.py @@ -0,0 +1,24 @@ +# -*- coding: utf-8 -*- +""" +Created on Fri Apr 3 20:39:52 2020 + +@author: Alberto Blázquez Herranz (alb.blazquez.h@gmail.es) + + +QuickBundles Wrapper for Time Series data clustering. +Module functionalities: + + + data preparation (including resampling, metric setup and rearrangement of data). + - TODO: enrich available metrics' pool to enable metric selection. This will + aid adequation to more problems apart from geolocated data. + + + automated clustering with hyperparameter tuning. + - TODO: look for better performance metrics than silhouette (which may be + flawing a bit). Possible 'performance metric selection' capability. + +Last update - 03/04/2020 +Currently, this functionalities support 1D and 2D data. +In case timestamps are not provided, data is assumed to be in ascending order. +""" + + -- 2.24.1