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GitHub / biomedia-mira / causal-gen
(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/biomedia-mira%2Fcausal-gen
Stars: 47
Forks: 5
Open Issues: 2
License: mit
Language: Python
Repo Size: 16.2 MB
Dependencies:
14
Created: about 1 year ago
Updated: 18 days ago
Last pushed: 18 days ago
Last synced: 18 days ago
Commit Stats
Commits: 15
Authors: 2
Mean commits per author: 7.5
Development Distribution Score: 0.133
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/biomedia-mira/causal-gen
Topics: causality, computer-vision, counterfactual, generative-model, machine-learning, medical-imaging, neural-network, python, pytorch, uncertainty
Files
Dependencies
- Pillow ==9.3.0
- Send2Trash ==1.8.2
- imageio ==2.26.0
- matplotlib ==3.7.1
- numpy ==1.24.3
- pandas ==1.5.3
- pandas ==2.0.1
- pyro_ppl ==1.8.4
- scikit_learn ==1.2.2
- seaborn ==0.12.2
- skimage ==0.0
- torch ==2.0.0
- torchvision ==0.15.0
- tqdm ==4.65.0