vanderschaarlab/autoprognosis

Issues

• Can Autoprognosis handle collinearity?

  #78 opened 2 months ago by williamty
  1

• How to interpret the results of the hyperparameters search

  #86 opened a year ago by 11Dmitriy11
  0

• Which diff between Study.fit() and Study.run() ？

  #83 opened a year ago by zhaoxiongjun
  2

• disblae logging

  #85 opened a year ago by hamed8888
  1

• How to output the final value of the hyperparameter

  #84 opened a year ago by zhaoxiongjun
  0

• Horizons in RiskEstimationStudy

  #82 opened a year ago by 11Dmitriy11
  0

• How to use time dependent covariates in the survival analysis?

  #81 opened a year ago by 11Dmitriy11
  1

• AttributeError: 'DataFrame' object has no attribute 'append'

  #79 opened a year ago by williamty
  0

• Explainer module 'numpy' has no attribute 'int'.

  #77 opened a year ago by Padmapalita
  1

• Possibility to perform upsampling

  #75 opened a year ago by jbwoillard
  0

• "Let the optimizer find the optimal imputer" in "Classification AutoML with imputation" cannot recognize NaN at first

  #74 opened a year ago by williamty
  0

• RiskEstimation study with fixed evaluation time points

  #73 opened 2 years ago by VHolstein
  1

• Weights&Biases hook for studies

  #49 opened 2 years ago by bcebere
  1

• RegressionStudy: study.run() gives no printout of progress

  #69 opened 2 years ago by Padmapalita
  1

• Explainers missing in demonstrators: risk-effect-size and shap-permutation-sampler

  #66 opened 2 years ago by bcebere
  0

• Example on the title page of basic survival analysis

  #58 opened 2 years ago by cbenoist314
  1

• Option to return the metrics by horizon from `evaluate_survival_estimator`

  #61 opened 2 years ago by bcebere
  0

• More metrics for the ClassifierStudy

  #59 opened 2 years ago by bcebere
  0

• Classification with explainers

  #57 opened 2 years ago by marthajoddrell
  3

• Use of any imputer leads to an error

  #55 opened 2 years ago by MassimilianoGrassiDataScience
  2

• Installation from source seems to require `torch` and `numpy` to be installed first (at least in some cases)

  #56 opened 2 years ago by DrShushen
  1

• Parallel optimization

  #43 opened 2 years ago by dpellow
  2

• RegressionStudy does not save any model.p file, while ClassifierStudy does save it correctly

  #41 opened 2 years ago by MassimilianoGrassiDataScience
  2

• StackingEnsemble and AggregatingEnsemble crash during fitting due to missing data

  #17 opened 2 years ago by yvchao
  0

• Predictions for new data

  #39 opened 2 years ago by MassimilianoGrassiDataScience
  3

• Saving an autoprognosis model

  #38 opened 2 years ago by jbwoillard
  2

• Error in the example of Demonstrator for classifier in NewClassificationAppProto

  #37 opened 2 years ago by jbwoillard
  3

• Option for stratified CV by id

  #33 opened 2 years ago by HLasse
  1

• Trouble to import Classifierstudy

  #30 opened 2 years ago by jbwoillard
  2

• Parameter validation using pydantic

  #19 opened 2 years ago by bcebere
  0

• Documentation/tutorial for regression

  #26 opened 2 years ago by liutiming
  2

• Longitudinal Data Handler / Questions

  #25 opened 2 years ago by simonprovost
  2

• Reproducibility issue caused by joblib

  #15 opened 2 years ago by yvchao
  1

• Missing import in the lime explainer

  #16 opened 2 years ago by yvchao
  0