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https://github.com/christophkarlheck/preprocessing-ivy-data-ozone

https://github.com/christophkarlheck/preprocessing-ivy-data-ozone

Science Score: 26.0%

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

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    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (1.7%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: ChristophKarlHeck
  • Language: Python
  • Default Branch: main
  • Size: 576 KB
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

preprocessing-ivy-data-ozone

without normalization

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2

with normalization

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2 --normalization min-max

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2 --normalization adjusted-min-max

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2 --normalization min-max-chunk

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2 --normalization z-score-chunk

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2 --normalization z-score

data-augmention

without normalization

bash python3 data_augmention.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut

with normalization

bash python3 data_augmention.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut --normalization min-max

bash python3 data_augmention.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut --normalization adjusted-min-max

bash python3 data_augmention.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut --normalization min-max-chunk

bash python3 data_augmention.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut --normalization z-score-chunk

bash python3 data_augmention.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut --normalization z-score

Make simulation data

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp44_Ivy2 --create-simulation-files 1

bash python3 preprocess.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp45_Ivy4 --create-simulation-files 1

Evaluate Online Classification

bash python3 check_classification.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp48_Ivy525 --prefix C1 --from-date "2025-03-30 09:00" --until-date "2025-03-30 20:00" --threshold 0.5 --normalization adjusted-min-max

bash python3 check_classification.py --data-dir /home/chris/experiment_data/ozone_cut/ozone_cut/Exp49_Ivy525 --prefix C1 --from-date "2025-04-13 09:00" --until-date "2025-04-13 20:00" --threshold 0.5 --normalization adjusted-min-max

bash python3 check_classification.py --data-dir /media/chris/c5e92d03-5127-4364-93fd-39f5e475ac24/ozone_cut/Exp49_Ivy525 --prefix C1 --from-date "2025-04-13 09:00" --until-date "2025-04-13 20:00" --threshold 0.5 --normalization adjusted-min-max

Owner

  • Login: ChristophKarlHeck
  • Kind: user

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