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Releases: AmedBrook/AI-Energy-Mangement-System

AI-EMS_v1.0.0

17 Mar 21:08
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Updates :

  • New model based on decision tree classification algorithm insted of svm.
  • Using tensorflow library to call the being used classifier.
  • New dataset is beeing used.
  • Updating src/models/iems.py package accordingly.
  • Updating src/visualization/visualize.py accordingly.

Results :

  • Good performance to classifie non-linear data comparing to IEMS_v0.1.4.
  • 93.3% accuarcy achieved.

AI-EMS_v0.1.4

10 Mar 12:52
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AI-EMS_v0.1.4 Pre-release
Pre-release

Update:

  • Installing exteranl rquired packages and setting up the project.
  • First model based on SVM algorithm.
  • Building the classifier structure with Sklearn framework.
  • Vizualizing result with Matplotlib 2d plots.