Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/christophkarlheck/online-classification-simulation

https://github.com/christophkarlheck/online-classification-simulation

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.6%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: ChristophKarlHeck
  • Language: Python
  • Default Branch: main
  • Size: 2.01 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme

README.md

online-classification-simulation

CNN Temperature

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/CNN_temp/adjusted-min-max --normalization adjusted-min-max --prefix C1

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/CNN_temp/min-max-sliding-window-60-min --normalization min-max-sliding-window-60-min --prefix C1

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/CNN_temp/adjusted-min-max --normalization z-score --prefix C1

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/CNN_temp/adjusted-min-max --normalization z-score --prefix C1

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/CNN_temp/z-score-sliding-window-60-min --normalization z-score-sliding-window-60-min --prefix C1

FCN Temperature and Ozone

Z-score sliding window

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/z-score-sliding-window --normalization z-score-sliding-window-60-min --prefix C1 --threshold 0.3 --num_classes 3

Adjusted Min-Max Temp

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/adjusted-min-max --normalization adjusted-min-max --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/11_2025_02_27-2025_03_04/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/adjusted-min-max --normalization adjusted-min-max --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/12_2025_03_06-2025_03_10/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/adjusted-min-max --normalization adjusted-min-max --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/13_2025_03_11-2025_03_14/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/adjusted-min-max --normalization adjusted-min-max --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/14_2025_03_14-2025_03_21/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/adjusted-min-max --normalization adjusted-min-max --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

Z-score Temp

  • so far, best result (avg of probabilites) bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/z-score --normalization z-score --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/11_2025_02_27-2025_03_04/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/z-score --normalization z-score --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/12_2025_03_06-2025_03_10/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/z-score --normalization z-score --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

  • also good with mean of probabilties bash python3 main.py --data_dir /home/chris/experiment_data/13_2025_03_11-2025_03_14/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/z-score --normalization z-score --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/14_2025_03_14-2025_03_21/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_ozone/z-score --normalization z-score --prefix C1 --threshold 0.33 --num_classes 3 --objective temp

Z-score Ozone

bash python3 main.py --data_dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2/simulation --classifier_dir /home/chris/online-classification-simulation/FCN_ozone_10min_input/z-score/model_0 --normalization z-score --prefix C1 --threshold 0.5 --objective ozone --validation_method both

Adjusted min max

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temperature/adjusted-min-max/model_0 --normalization adjusted-min-max --prefix C1 --threshold 0.5 --num_classes 2 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/11_2025_02_27-2025_03_04/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temperature/adjusted-min-max/model_0 --normalization adjusted-min-max --prefix C1 --threshold 0.5 --num_classes 2 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/12_2025_03_06-2025_03_10/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temperature/adjusted-min-max/model_0 --normalization adjusted-min-max --prefix C1 --threshold 0.5 --num_classes 2 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/13_2025_03_11-2025_03_14/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temperature/adjusted-min-max/model_0 --normalization adjusted-min-max --prefix C1 --threshold 0.5 --num_classes 2 --objective temp

bash python3 main.py --data_dir /home/chris/experiment_data/14_2025_03_14-2025_03_21/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temperature/adjusted-min-max/model_0 --normalization adjusted-min-max --prefix C1 --threshold 0.5 --num_classes 2 --objective temp

Adjusted min max 30 min input

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification_30min --classifier_dir /home/chris/online-classification-simulation/FCN_temp_30min_input/adjusted-min-max/model_0 --normalization adjusted-min-max --prefix C1 --threshold 0.5 --objective temp --validation_method both

Adjusted min max 10 min input

bash python3 main.py --data_dir /home/chris/experiment_data/10_2025_02_20-2025_02_27/classification --classifier_dir /home/chris/online-classification-simulation/FCN_temp_10min_input/min-max/model_0 --normalization min-max --prefix C1 --threshold 0.5 --objective temp --validation_method both

Owner

  • Login: ChristophKarlHeck
  • Kind: user

GitHub Events

Total
  • Push event: 9
  • Public event: 1
Last Year
  • Push event: 9
  • Public event: 1