https://github.com/satyajitghana/indiagdpprediction
Here we predict the Indian GDP StateWise using Simple MLP Neural Network and Time Series Analysis
https://github.com/satyajitghana/indiagdpprediction
machine-learning mlp-model mlp-neural-network prediction-model series-analysis series-model
Last synced: 18 days ago
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Here we predict the Indian GDP StateWise using Simple MLP Neural Network and Time Series Analysis
- Host: GitHub
- URL: https://github.com/satyajitghana/indiagdpprediction
- Owner: satyajitghana
- Created: 2019-07-01T16:14:22.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2019-07-14T20:52:16.000Z (almost 6 years ago)
- Last Synced: 2025-02-17T22:42:39.911Z (4 months ago)
- Topics: machine-learning, mlp-model, mlp-neural-network, prediction-model, series-analysis, series-model
- Language: Jupyter Notebook
- Size: 3.48 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 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](MODEL.ipynb)
## Data Visualization
[GRAPHS](GRAPHS.ipynb)
## 2020 Prediction
[GDP2020PRED](GDP2020PRED.ipynb)
This was a Project done as an Hobby Project
## Authors:
- shadowleaf (Satyajit Ghana)
- shikharx06 (Shikhar Singh)