Skip to content

adderbyte/Energy_Prediction_Bot

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

98 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation


       Energy Prediction Bot

Dynamic Energy consumption estimation.

  1. Adaptive Fractal Analysis
  2. Tree Based Algorithms/lightgbm
  3. Probabilistic prediction/inference
  4. Long short time Memory
  5. CNN / Gramian Angular Matrix
  6. Reinforcement Learning Prediciton Bot
  7. Kernel smoothing/ Smoothing Splines / Wavelets

Requirements:

LightGBM Installation

LightGBM Documentation

LightGBM Paper reference

Plus other standard ML packages.