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1 UWB DataLoading.py
1 UWB DataLoading.py
 
 
10n model LSTM move.py
10n model LSTM move.py
 
 
11n LSTM Attention move.py
11n LSTM Attention move.py
 
 
12n Dwelling clustering.py
12n Dwelling clustering.py
 
 
13nb Pathway Clustering.py
13nb Pathway Clustering.py
 
 
14 cluster_animation_checking.py
14 cluster_animation_checking.py
 
 
15 Pathway Clustering alternate.py
15 Pathway Clustering alternate.py
 
 
16 Grid_method.py
16 Grid_method.py
 
 
17 Worker Interactions.py
17 Worker Interactions.py
 
 
18 Grid Clustering.py
18 Grid Clustering.py
 
 
19 Data Augmentation.py
19 Data Augmentation.py
 
 
2 UWB DataExplore.py
2 UWB DataExplore.py
 
 
20 Data Augmentation with removal and imputation.py
20 Data Augmentation with removal and imputation.py
 
 
21 Data Augmentation with Attention.py
21 Data Augmentation with Attention.py
 
 
22 Data Augmentation new variable.py
22 Data Augmentation new variable.py
 
 
23 Data Augmentation new variable improved.py
23 Data Augmentation new variable improved.py
 
 
24 Grid_speeds_usage.py
24 Grid_speeds_usage.py
 
 
25 prediction checking and comparisons.py
25 prediction checking and comparisons.py
 
 
26 Updating labels based on 25.py
26 Updating labels based on 25.py
 
 
27 Transit Interaction plots.py
27 Transit Interaction plots.py
 
 
29 Autoencoder prep.py
29 Autoencoder prep.py
 
 
3 UWB DataManip.py
3 UWB DataManip.py
 
 
30 Autoencoder Clustering.py
30 Autoencoder Clustering.py
 
 
31 Autoencoder prep. with augmentation.py
31 Autoencoder prep. with augmentation.py
 
 
32c VAE.py
32c VAE.py
 
 
33 VAE Clustering.py
33 VAE Clustering.py
 
 
4 UWB DataExploreAggreagatedData.py
4 UWB DataExploreAggreagatedData.py
 
 
5n UWB MLcoefsMod.py
5n UWB MLcoefsMod.py
 
 
6 UWB Plotting in time.py
6 UWB Plotting in time.py
 
 
7 UWB SemiSupervised.py
7 UWB SemiSupervised.py
 
 
8 UWB SemiSupervised continues.py
8 UWB SemiSupervised continues.py
 
 
9 UWB Model prediction checking.py
9 UWB Model prediction checking.py
 
 
README.md
README.md
 
 

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WorkerMovement

Analysis & Modelling of Worker movement data using the Tricycle Manufacturing dataset (see details)

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Analysis & Modelling of Worker movement data using the Tricycle Manufacturing dataset (see details)

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