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Londom metro train arrival prediction using Gradient Boosting

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LICENSE

LICENSE

 
 

README.md

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Testdataset.csv

Testdataset.csv

 
 

config.json

config.json

 
 

debug_tram.py

debug_tram.py

 
 

function_only.py

function_only.py

 
 

preds.csv

preds.csv

 
 

requirements.txt

requirements.txt

 
 

train_prediction.py

train_prediction.py

 
 

xgb_reg_prime.pkl

xgb_reg_prime.pkl

 
 

xgb_reg_second.pkl

xgb_reg_second.pkl

 
 

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London Metro Arrival Prediction

Load the pickle files into XGBoost and feed it the configs. The predict!

Usage:

pip3 install -r requirements.txt
python3 train_prediction.py

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Londom metro train arrival prediction using Gradient Boosting

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classifier machine-learning time boost metro ml prediction timetable xgboost train london gradient-boosting arrival

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