├── README.md ├── data ├── buildings.csv ├── grids.csv ├── oos_feat.csv ├── oos_vis.csv ├── train.csv └── train_feat.csv └── src ├── 1-EstablishBuildings.ipynb ├── 2-GenerateData.ipynb ├── 3-FeatureEngineering.ipynb ├── 4-Modeling-Evaluating.ipynb ├── 5-Visualization.ipynb ├── Final-Report.html ├── Final-Report.ipynb ├── Final-Report.pdf ├── ROC_curve.png ├── detroit_area.png ├── dmap.html ├── feat_imp.png ├── grids.json ├── incident_to_building_mapping.dump ├── tree_plot.png └── util.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/README.md -------------------------------------------------------------------------------- /data/buildings.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/data/buildings.csv -------------------------------------------------------------------------------- /data/grids.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/data/grids.csv -------------------------------------------------------------------------------- /data/oos_feat.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/data/oos_feat.csv -------------------------------------------------------------------------------- /data/oos_vis.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/data/oos_vis.csv -------------------------------------------------------------------------------- /data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/data/train.csv -------------------------------------------------------------------------------- /data/train_feat.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/data/train_feat.csv -------------------------------------------------------------------------------- /src/1-EstablishBuildings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/1-EstablishBuildings.ipynb -------------------------------------------------------------------------------- /src/2-GenerateData.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/2-GenerateData.ipynb -------------------------------------------------------------------------------- /src/3-FeatureEngineering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/3-FeatureEngineering.ipynb -------------------------------------------------------------------------------- /src/4-Modeling-Evaluating.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/4-Modeling-Evaluating.ipynb -------------------------------------------------------------------------------- /src/5-Visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/5-Visualization.ipynb -------------------------------------------------------------------------------- /src/Final-Report.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/Final-Report.html -------------------------------------------------------------------------------- /src/Final-Report.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/Final-Report.ipynb -------------------------------------------------------------------------------- /src/Final-Report.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/Final-Report.pdf -------------------------------------------------------------------------------- /src/ROC_curve.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/ROC_curve.png -------------------------------------------------------------------------------- /src/detroit_area.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/detroit_area.png -------------------------------------------------------------------------------- /src/dmap.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/dmap.html -------------------------------------------------------------------------------- /src/feat_imp.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/feat_imp.png -------------------------------------------------------------------------------- /src/grids.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/grids.json -------------------------------------------------------------------------------- /src/incident_to_building_mapping.dump: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/incident_to_building_mapping.dump -------------------------------------------------------------------------------- /src/tree_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/tree_plot.png -------------------------------------------------------------------------------- /src/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dnc1994/BlightFight/HEAD/src/util.py --------------------------------------------------------------------------------