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GitHub / liznerski / fcdd
Repository for the Explainable Deep One-Class Classification paper
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liznerski%2Ffcdd
Stars: 210
Forks: 57
Open Issues: 7
License: mit
Language: Python
Repo Size: 3.37 MB
Dependencies:
21
Created: almost 4 years ago
Updated: 7 months ago
Last pushed: 9 months ago
Last synced: 7 months ago
Topics: anomaly-detection, deep-anomaly-detection, deep-learning, explainable-deepneuralnetwork, explanations, machine-learning, mvtec-ad, one-class-learning, python, pytorch, xai
Files
Dependencies
- Pillow ==8.3.2
- PyWavelets ==1.1.1
- imageio ==2.9.0
- joblib ==1.0.1
- kiwisolver ==1.3.1
- kornia ==0.5.3
- matplotlib ==3.4.2
- networkx ==2.5.1
- numpy ==1.19.3
- opencv-python ==4.5.2.54
- psutil ==5.8.0
- pyparsing ==2.4.7
- python-dateutil ==2.8.1
- requests ==2.25.1
- scikit-image ==0.18.1
- scikit-learn ==0.24.2
- scipy ==1.6.3
- six ==1.16.0
- torch ==1.9.1
- torchvision ==0.10.1
- tqdm ==4.62.3