shikharx06 / IndiaGDPPrediction

prediction of Indian GDP state-wise using Artificial neural network and time series prediction

IndiaGDPPrediction

Here we predict the Indian GDP StateWise using Simple MLP Neural Network and Time Series Analysis

The statistical data was taken from NITI Aayog

Files

• XLSX : Raw Excel files downloaded from NITI Aayog website

• CSV : the corresponding CSV files for the above excel files

• PROCESSED : the files were read and converted to a Pandas Data frame and then saved here

• helper.py : the helper functions to create the above folder with processed files

• NITIDATA.csv : cleaned pre-processed files which has then been used for the GDP Model

• NITI_2020_DATA.csv : Time Series model was used to predict the 2020 feature values

Final Jupyter Notebooks for the MLP Model and the Time Series Predicted Model

The MLP Model

MLP_MODEL

Data Visualization

GRAPHS

2020 Prediction

GDP2020PRED

This was a Project done as an Hobby Project

Authors:

• shadowleaf (Satyajit Ghana)
• shikharx06 (Shikhar Singh)