Bianca Steffes
05808cf8f3
Switched preprocessing to not use boolean values but actual step counts
1 week ago
Robert Rabbe
b9fb1128c7
Meine Versuche das Preprocessing in normale .py Dateien zu verwandeln. Funktioniert noch nicht.
1 week ago
Bianca Steffes
40b32c30d3
Added Baselines + extended manual evaluation
3 weeks ago
Bianca Steffes
ac57fef0e5
Added method for manual testing of hyperparameters
4 weeks ago
Bianca Steffes
f20b852161
Added more tests
1 month ago
Bianca Steffes
a3efef8153
Updated v2 to use f1 score and dont retrain model
3 months ago
Bianca Steffes
93211b811e
added new version to run with adjusted training process
3 months ago
Bianca Steffes
4adb507d6a
Removed changes for shorter run
3 months ago
Bianca Steffes
b1b63d416d
added differentiation between 3 different models
3 months ago
Robert Rabbe
65dac044d7
Adding the "DayOfWeek" to the columns to drop and see if it fixes the error
3 months ago
Robert Rabbe
4f4e9244ab
Added the [and-gpu] flag to tensorflow to hopefully utilize the cluster gpu
3 months ago
Robert Rabbe
1e85d5f3e2
Added a conda environment.yaml file for running the project on the cluster.
3 months ago
Bianca Steffes
316a7f0343
Added new evaluation method
4 months ago
Bianca Steffes
dbbdcd0078
Changed requirement for windows, added percentage splitting methods
4 months ago
Robert Rabbe
ffc010aaf6
Commented out the warning printout
4 months ago
Robert Rabbe
85022f9fcc
Added a main for the model training and evaluation. The code from the jupyter notebook has been split up into functions in pipeline.py. User input has been removed and instead replaced with function arguments, to change at the start of main.py.
4 months ago
Robert Rabbe
b5794122c1
Trasnfered the jupyter notebook code to a .py file, no changes made yet. Don't execute, will probably make one unhappy.
5 months ago
Robert Rabbe
bfb3f6fd9d
Added the original dataset files and preprocessing jupyter notebook i was provided
5 months ago
Robert Rabbe
dad9b33fe8
Created a requirements.txt, using python 3.11.13
5 months ago
Robert Rabbe
bf73e4b8b8
Created a file with the non jupyter version of the code.
Moved all imports to the top as well as all function definitions.
Changed the paths to work with relative paths within the repo.
Otherwise the code is unchanged.
5 months ago
Robert Rabbe
edcb0a0e2b
Test push + file to put all the code from the notebook in
5 months ago
Robert Rabbe
43867979ef
Added the dataset files as well as the original jupyter notebook and the provided instructions.
5 months ago
rr
150a36e9c2
Initial commit
5 months ago