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Indoor-Location-Navigation-Silver-Solution

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