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GitHub / TeaPearce / Censored_Quantile_Regression_NN
NeurIPS paper 'Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis'
Stars: 6
Forks: 1
Open Issues: 0
License: mit
Language: Jupyter Notebook
Repo Size: 928 KB
Dependencies:
9
Created: over 1 year ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: over 1 year ago
Topics: deep-learning, deep-neural-networks, quantile-regression, survival-analysis, uncertainty-neural-networks, uncertainty-quantification
Files
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Readme
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Dependencies
Dockerfile
docker
- nvidia/cuda 11.7.1-cudnn8-devel-ubuntu20.04 build
requirements.txt
pypi
- h5py ==3.7.0
- lifelines ==0.27.3
- matplotlib ==3.6.1
- numpy ==1.23.4
- pandas ==1.5.0
- scikit-learn ==1.0.1
- torch ==1.8.1
- torchvision ==0.9.1