loft-br xgboost-survival-embeddings issues

loft-br / xgboost-survival-embeddings

Improving XGBoost survival analysis with embeddings and debiased estimators

https://loft-br.github.io/xgboost-survival-embeddings/

Apache License 2.0

312 stars 51 forks source link

issues

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Requested xgbse (from synthcity) has invalid metadata: .* suffix can only be used with `==` or `!=` operators pandas (>=1.0.*)

#72 MarsMDK opened 1 day ago
0
AttributeError: `best_iteration` is only defined when early stopping is used - when xgboost>=2

#71 DrShushen opened 9 months ago
0
update pandas version requirement

#70 Yimin-Yi opened 10 months ago
1
Update pandas req

#69 Yimin-Yi closed 10 months ago
0
Which concordance-index is being used?

#68 uriahf opened 1 year ago
1
AttributeError: 'XGBSEBootstrapEstimator' object has no attribute 'get_neighbors'

#67 gustavjandrup opened 1 year ago
1
Minor refactor

#66 GabrielGimenez opened 1 year ago
0
Giving individual weights in the xgbsestackedweibull

#65 yanih opened 1 year ago
1
Category features support

#64 UTimeStrange opened 1 year ago
2
feature importance

#63 yangwei1993 opened 1 year ago
0
feature selection

#62 yangwei1993 opened 1 year ago
0
XGBSE error with sklearn pipeline and GridSearchCV

#61 jules-germany opened 1 year ago
2
Feat/add pre trained model xgbse 1st step

#60 davivieirab opened 1 year ago
0
Ensembling of predictions

#59 andwurl opened 1 year ago
1
SHAP explanation for XGBSEKaplanTree or bootstrapestimator.

#58 hellorp1990 opened 1 year ago
6
TypeError: predict() got an unexpected keyword argument 'iteration_range'

#57 emilyybo closed 1 year ago
1
Ability to pass separate training data sets in for xgboost model vs survival model

#56 crew102 opened 1 year ago
1
BootstrapEstimator is actually BaggingEstimator

#55 BardiaKh opened 2 years ago
1
Compare to Actual

#54 pakphump opened 2 years ago
1
Add catalog-info

#53 Scoup closed 2 years ago
0
How can we get the importance and output trees?

#52 sqf10000 closed 2 years ago
1
Using a Pretrained XGBoost Model

#51 BardiaKh opened 2 years ago
2
Adding DOI for Citation

#50 BardiaKh closed 2 years ago
1
Is it possible to recreate the xgboost object from an mlfow experiment

#49 brunocarlin opened 2 years ago
3
Fitting results in AttributeError: dlsym(0x7fa409181040, XGDMatrixCreateFromDense): symbol not found

#48 TiTo101 opened 2 years ago
0
Question: proper way to save/load XGBSEStackedWeibull model

#47 yerachoi opened 2 years ago
1
D-Calibration Maximum Deviation

#46 Jeanselme closed 2 years ago
3
risk_score and data

#45 Smile-L-up closed 2 years ago
1
Is it possible to pass the monotonic constraints to the fitting function

#44 brunocarlin closed 2 years ago
1
fix: include last tree in iteration range

#43 GabrielGimenez closed 2 years ago
0
pip install xgbse

#42 alextsui86 closed 2 years ago
3
Competing risks/events

#41 onacrame closed 2 years ago
4
Feat/change ntree to iteration range

#40 GabrielGimenez closed 2 years ago
0
Catboost Survivorship Modeling

#39 kmedved opened 3 years ago
1
lifelines.exceptions.ConvergenceError

#38 NudnikShpilkis opened 3 years ago
2
No observation in time bucket

#37 GabrielGimenez opened 3 years ago
2
Feat/refactor extrapolation

#36 GabrielGimenez closed 3 years ago
1
Cure Fraction Problem?

#35 NudnikShpilkis closed 3 years ago
1
What is the meaning of events 0 and 1? can you please add this to the docs or point me to the relevant information?

#34 Veghit closed 3 years ago
1
Question: Predicting probability of survival at arbitrary times

#33 esbraun opened 3 years ago
1
Fix/reshape leaves

#32 GabrielGimenez closed 3 years ago
1
xgboost 1.4.0+: ValueError: If using all scalar values, you must pass an index

#31 jacobgqc closed 3 years ago
7
Need to get individual survival distributions for censored subjects

#30 ericgqc closed 3 years ago
1
Multi-states and competing risk modelling

#29 matdeof closed 3 years ago
2
update version

#28 GabrielGimenez closed 3 years ago
0
fix:predictions use best tree when early stopping

#27 GabrielGimenez closed 3 years ago
0
Using best round when applying early stopping

#26 ChristianMichelsen closed 3 years ago
2
docs: improving documentation so its closer to towards data science post

#25 gdmarmerola-loft closed 3 years ago
1
Time varying survival regression

#24 jayantsahewal opened 3 years ago
3
plot_ci function is not defined

#23 drjgauthier closed 3 years ago
1