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vanderschaarlab
/
autoprognosis
A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
https://www.autoprognosis.vanderschaar-lab.com/
Apache License 2.0
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Debug all tests
#90
siqizhu-uk
opened
4 days ago
0
A demo about how to use UncertaintyQuantification would be very helpful
#89
zoezhang106
opened
2 months ago
0
different error messages with different explainers for risk_estimation task
#88
zoezhang106
opened
2 months ago
0
Unable to find a model above threshold 0.5. Returning None. what is a recommended score_threshold
#87
zoezhang106
opened
2 months ago
0
How to interpret the results of the hyperparameters search
#86
11Dmitriy11
opened
11 months ago
0
disblae logging
#85
hamed8888
opened
1 year ago
1
How to output the final value of the hyperparameter
#84
zhaoxiongjun
opened
1 year ago
0
Which diff between Study.fit() and Study.run() ？
#83
zhaoxiongjun
closed
1 year ago
2
Horizons in RiskEstimationStudy
#82
11Dmitriy11
closed
2 months ago
1
How to use time dependent covariates in the survival analysis?
#81
11Dmitriy11
closed
1 year ago
1
Bump pillow from 9.3.0 to 10.0.1 in /docs
#80
dependabot[bot]
opened
1 year ago
0
AttributeError: 'DataFrame' object has no attribute 'append'
#79
williamty
closed
1 year ago
0
Can Autoprognosis handle collinearity?
#78
williamty
closed
2 months ago
1
Explainer module 'numpy' has no attribute 'int'.
#77
Padmapalita
closed
1 year ago
1
Possibility to perform upsampling
#75
jbwoillard
closed
2 months ago
1
"Let the optimizer find the optimal imputer" in "Classification AutoML with imputation" cannot recognize NaN at first
#74
williamty
opened
1 year ago
0
RiskEstimation study with fixed evaluation time points
#73
VHolstein
closed
1 year ago
1
add wandb hook and use it in tutorial 00
#72
tztsai
closed
2 months ago
0
Bugfixing
#71
bcebere
closed
1 year ago
0
Workflows improvements
#70
bcebere
closed
1 year ago
0
RegressionStudy: study.run() gives no printout of progress
#69
Padmapalita
opened
1 year ago
1
R tests fixes
#68
bcebere
closed
1 year ago
0
Demonstrators bugfixing
#67
bcebere
closed
1 year ago
0
Explainers missing in demonstrators: risk-effect-size and shap-permutation-sampler
#66
bcebere
opened
1 year ago
0
AutoML improvements
#65
bcebere
closed
1 year ago
0
Serialization & demonstrators improvements
#64
bcebere
closed
1 year ago
0
Studies stability&bugfixing
#63
bcebere
closed
1 year ago
0
Evaluators: improved documentation and more metrics
#62
bcebere
closed
1 year ago
0
Option to return the metrics by horizon from `evaluate_survival_estimator`
#61
bcebere
closed
1 year ago
0
Optuna 3.1 support
#60
bcebere
closed
1 year ago
0
More metrics for the ClassifierStudy
#59
bcebere
closed
1 year ago
0
Example on the title page of basic survival analysis
#58
cbenoist314
closed
2 months ago
1
Classification with explainers
#57
marthajoddrell
closed
1 year ago
3
Installation from source seems to require `torch` and `numpy` to be installed first (at least in some cases)
#56
DrShushen
opened
1 year ago
1
Use of any imputer leads to an error
#55
MassimilianoGrassiDataScience
closed
1 year ago
2
Optimizer random state bugfixing
#54
bcebere
closed
1 year ago
0
Preprocessing random state bugfixing
#53
bcebere
closed
1 year ago
0
R tests improvements
#52
bcebere
closed
1 year ago
0
Studies bugfixing
#51
bcebere
closed
1 year ago
0
Linting improvements
#50
bcebere
closed
1 year ago
0
Weights&Biases hook for studies
#49
bcebere
closed
2 months ago
1
Docs improvements
#48
bcebere
closed
1 year ago
0
Bump pillow from 8.4.0 to 9.3.0 in /docs
#47
dependabot[bot]
closed
1 year ago
0
Docs
#46
bcebere
closed
1 year ago
0
Docs
#45
bcebere
closed
1 year ago
0
Improvements & more tutorials
#44
bcebere
closed
1 year ago
0
Parallel optimization
#43
dpellow
closed
1 year ago
2
Improvements&bugfixing
#42
bcebere
closed
1 year ago
0
RegressionStudy does not save any model.p file, while ClassifierStudy does save it correctly
#41
MassimilianoGrassiDataScience
closed
1 year ago
2
Bugfixing & improvements
#40
bcebere
closed
1 year ago
0
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