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GitHub / georg-wolflein / good-features
Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/georg-wolflein%2Fgood-features
Stars: 13
Forks: 2
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 136 MB
Dependencies:
24
Created: 9 months ago
Updated: 14 days ago
Last pushed: 20 days ago
Last synced: 5 days ago
Topics: cancer, computational-pathology, computer-vision, deep-learning, machine-learning, self-supervised-learning
Files
Dependencies
- nvidia/cuda 11.4.3-cudnn8-devel-ubuntu20.04 build
- Pillow *
- datasets *
- gdown *
- h5py *
- hydra-core *
- ipykernel *
- kornia *
- loguru *
- matplotlib *
- numpy *
- opencv-python *
- openpyxl *
- pandas *
- pytest *
- pytorch-lightning *
- scikit-learn *
- timm *
- torch *
- torchmetrics *
- torchstain *
- umap-learn *
- wandb *
- zarr *