datascience2018

Modelling Weather Radar for Rainfall Rate
for NUS Data Science Competition 2018

Name		Name	Last commit message	Last commit date
Latest commit History 63 Commits
datasets		datasets
processed_data		processed_data
rainfall-monthly-total		rainfall-monthly-total
.gitignore		.gitignore
ActualLatLong.py		ActualLatLong.py
BasicModel.py		BasicModel.py
Basic_Model_Station_location.ipynb		Basic_Model_Station_location.ipynb
Basic_Model_parameter_estimation.ipynb		Basic_Model_parameter_estimation.ipynb
Convert To Actual Lat Long.ipynb		Convert To Actual Lat Long.ipynb
Data_correlation_exploratory_adit.ipynb		Data_correlation_exploratory_adit.ipynb
GoogleMap.py		GoogleMap.py
HeatMapPlot.py		HeatMapPlot.py
README.md		README.md
ROCModel		ROCModel
ROCModel.py		ROCModel.py
Visualisation with Actual Singapore Data.ipynb		Visualisation with Actual Singapore Data.ipynb
Viz.ipynb		Viz.ipynb
WeightedBasicModel.py		WeightedBasicModel.py
WeightedROCModel.py		WeightedROCModel.py
__init__.py		__init__.py
data_singapore_only.csv		data_singapore_only.csv
data_visualisation.ipynb		data_visualisation.ipynb
folium_visualization.ipynb		folium_visualization.ipynb
gauge_probability.py		gauge_probability.py
grad-descent.ipynb		grad-descent.ipynb
preprocessing_utils.py		preprocessing_utils.py
station_location.json		station_location.json
train.csv		train.csv
week_to_month_analysis.ipynb		week_to_month_analysis.ipynb
weighted_basic_model_script.py		weighted_basic_model_script.py

AdityaSidharta/datasciencecompetition2018