https://github.com/anras5/iswd

Repozytorium z przedmiotu Inteligentne Systemy Wspomagania Decyzji
https://github.com/anras5/iswd

docker mcda pandas python

Last synced: about 1 month ago
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Repozytorium z przedmiotu Inteligentne Systemy Wspomagania Decyzji

• Host: GitHub
• URL: https://github.com/anras5/iswd
• Owner: anras5
• Created: 2024-03-09T15:52:40.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-06-16T15:08:33.000Z (7 months ago)
• Last Synced: 2024-06-16T18:13:18.068Z (7 months ago)
• Topics: docker, mcda, pandas, python
• Language: Jupyter Notebook
• Homepage:
• Size: 5.13 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Intelligent Decision Support Systems / Inteligentne Systemy Wspomagania Decyzji

Run using docker:

```

docker compose up

```

Opens up Jupyter Lab on `localhost:8888`

Contains six different projects:

1. `CHEATER` - bot playing the "Cheat" card game 

2. `DATA-ENVELOPMENT-ANALYSIS` - analysis of efficiency of polish airports

3. `ELECTRE-PROMETHEE` - implementation and usage of Electre III and PROMETHEE I/II methods on basketball players dataset

4. `MOO-EMO` - classical (based on epsilon) and evolutionary (NSGA-II) approach to multicriteria optimization

5. `PREFERENCE-LEARNING` - learning the preferences of users with explainable AI methods (SHAP)

6. `UTA-GMS` - implementation and usage of UTA-GMS method