diff --git a/README.md b/README.md index 8d0d140..f4ff939 100644 --- a/README.md +++ b/README.md @@ -4,3 +4,37 @@ 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