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Parse.py
Parse.py
 
 
README.md
README.md
 
 
Script_fetch_from_db.py
Script_fetch_from_db.py
 
 
app.py
app.py
 
 
dataprocess.py
dataprocess.py
 
 
laggeddata.py
laggeddata.py
 
 
lstm_airport.h5
lstm_airport.h5
 
 
lstm_dakshindari.h5
lstm_dakshindari.h5
 
 
lstm_howrah.h5
lstm_howrah.h5
 
 
lstm_kolkata_city.h5
lstm_kolkata_city.h5
 
 
lstm_sectorV.h5
lstm_sectorV.h5
 
 
lstm_victoria.h5
lstm_victoria.h5
 
 
model_predict.py
model_predict.py
 
 
process.py
process.py
 
 
scaler_x_airport.pkl
scaler_x_airport.pkl
 
 
scaler_x_dakshindari.pkl
scaler_x_dakshindari.pkl
 
 
scaler_x_howrah.pkl
scaler_x_howrah.pkl
 
 
scaler_x_kolkata_city.pkl
scaler_x_kolkata_city.pkl
 
 
scaler_x_sectorV.pkl
scaler_x_sectorV.pkl
 
 
scaler_x_victoria.pkl
scaler_x_victoria.pkl
 
 
scaler_y_airport.pkl
scaler_y_airport.pkl
 
 
scaler_y_dakshindari.pkl
scaler_y_dakshindari.pkl
 
 
scaler_y_howrah.pkl
scaler_y_howrah.pkl
 
 
scaler_y_kolkata_city.pkl
scaler_y_kolkata_city.pkl
 
 
scaler_y_sectorV.pkl
scaler_y_sectorV.pkl
 
 
scaler_y_victoria.pkl
scaler_y_victoria.pkl
 
 
weatherunion_script.py
weatherunion_script.py
 
 

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Not meant to clone though. Just download python 3.12 and compatible tensorflow version. Deploy it if you want. Uses LSTM model with lagged demand hours and weather api by WeatherUnion Zomato to predict the demand pattern across kolkata city for the next hour

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MLOPS folder for SNAPE deployment

65.0.96.39:8501/

Topics

tensorflow lstm lstm-neural-networks prophet-model

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