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GitHub / Wuyxin / DISC
Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Wuyxin%2FDISC
Stars: 32
Forks: 5
Open Issues: 1
License: mit
Language: Python
Repo Size: 294 MB
Dependencies:
57
Created: about 1 year ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago
Topics: data-augmentation, generalization, icml-2023, interpretability-and-explainability, pytorch, spurious-correlation, stable-diffusion
Files
Dependencies
- Pillow ==9.4.0
- PySocks ==1.7.1
- PyYAML ==6.0
- beautifulsoup4 ==4.12.2
- brotlipy ==0.7.0
- certifi ==2022.12.7
- cffi ==1.15.1
- charset-normalizer ==2.0.4
- click ==8.1.3
- cryptography ==39.0.1
- diffusers ==0.16.1
- filelock ==3.12.0
- fsspec ==2023.4.0
- gdown ==4.7.1
- huggingface-hub ==0.14.1
- idna ==3.4
- importlib-metadata ==6.6.0
- joblib ==1.2.0
- littleutils ==0.2.2
- llvmlite ==0.39.1
- mkl-fft ==1.3.1
- mkl-random ==1.2.2
- mkl-service ==2.4.0
- nltk ==3.8.1
- numba ==0.56.4
- numpy ==1.23.5
- ogb ==1.3.6
- outdated ==0.2.2
- packaging ==23.1
- pandas ==2.0.1
- pip ==23.0.1
- pyOpenSSL ==23.0.0
- pycparser ==2.21
- pynndescent ==0.5.10
- python-dateutil ==2.8.2
- pytz ==2023.3
- regex ==2023.3.23
- requests ==2.29.0
- scikit-learn ==1.2.2
- scipy ==1.10.1
- setuptools ==66.0.0
- six ==1.16.0
- soupsieve ==2.4.1
- threadpoolctl ==3.1.0
- tokenizers ==0.13.3
- torch ==1.11.0
- torchaudio ==0.11.0
- torchvision ==0.12.0
- tqdm ==4.65.0
- transformers ==4.28.1
- typing_extensions ==4.5.0
- tzdata ==2023.3
- umap-learn ==0.5.3
- urllib3 ==1.26.15
- wheel ==0.38.4
- wilds ==2.0.0
- zipp ==3.15.0