Indoor Location & Navigation 2% Silver Solution
Address of the competition：https://www.kaggle.com/dingshiqi/competitions?tab=completed
1 Download the data to the input folder
2 floor forecast code
part1 data preprocessing run code/wifi-features.ipynb Run code/create-unified-wifi-features-example.ipynb
part2 Deep Learning Model run code/floor-model-blstm.ipynb
3 Coordinate prediction code
part1 data preprocessing run code/wifi-label-encode.ipynb run code/data_abstract_sensor.ipynb run code/data_abstract_wifi.ipynb run code/gen_accl.ipynb
part2 Deep Learning Model Run code/lstm-wifi-encode-wifi.ipynb to predict using only wifi data Run code/lstm-wifi-encode-wifi-sensor.ipynb to predict using wifi+sensor data
4 Result fusion Run code/combine_v1.ipynb to model linear fusion
5 Post-processing run code/post_process.ipynb
6 Rule prediction code run code/rules_infer.ipynb
7 Results fusion Run the code/combine_v2.ipynb model linear fusion to get the final final.csv prediction file