Neurocomputation-Lab-NCAI-NEDUET / INSTRUX_AI

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INSTRUX_AI

All the notebooks were created on Colab

U_new(1).ipynb

This is the most recent file the dataset used in this file is "data_2023-01-30 09_22_13_2023-02-07 20_42_17 (1).csv". I've used LSTM in this notebook

Instrux_data_visualization (1).ipynb

This notebook contains hourly data that was downloaded from the Report Section of the Instrux website for the period of 2022-11-01 to 2022-12-30.

INSTRUX_Naive_Forcasting (1).ipynb

This notebook was used to identify the mae and mse, I've used it just for the learning purpose.

INSTRUXDATA(1).ipynb

I've used instrux_3.csv in this notebook, with this notebook we've got some results which wasn't satisfactory but we can make it better by hyperparameter tuning. Note:there's mistake in the notebook, where ever you find MegaWatt in the notebook its actually Energy.

EXPERIMENTATION_INSTRUX.ipynb

This notebook tells you how to use RNN, I've used it for the learning purpose only.