Electricity-cost-forecasting-using-machine-learning-and-deep-learning-models
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Published
20 hours ago •
abodh
abodh
Comparative study of ANN, CNN, LSTM, and ARIMA for time-series forecasting
Comparison of Machine Learning and Deep Learning Tools for Residential Electricity Cost Forecasting
Each of the files access training data from the file 'price.csv'. The data has already been normalized using minmax scalar so you do not need to normalize it.
Result
Dependencies
Please make sure that you install and import the following packages
numpymatplotlibpandastorch(you need cudatoolkit if you are running it on GPUs)tensorflowpdmarima
Authors
This work is completed as a class project for the course CPT 575 Data Science by the following people:
- Abodh Poudyal
- Habib Wajid
- Saugat Ghimire
abodh