fabsig/GPBoost

Issues

• load from model_file is not always working

  #147 opened 2 months ago by thugentobler
  2

• Trainig GPBoost with both gp_appox and grouped random effects

  #146 opened 4 months ago by Shuwen-Liu
  1

• Gaussian Process approximation for grouped data

  #143 opened 6 months ago by eza494
  2

• Medium Article on `Tree-Boosting for Spatial Data` is hanging on Mac

  #84 opened 4 months ago by IanQS
  8

• Symbol not found: __ZTHN8LightGBM7Network13num_machines_E

  #97 opened 4 months ago by barracuda156
  2

• dependent random effects

  #144 opened 6 months ago by avivihadar
  1

• Offset term in Poisson regression

  #142 opened 7 months ago by hayato-n
  3

• Covariance Structure

  #141 opened 7 months ago by eza494
  1

• Further Inquiry

  #140 opened 7 months ago by eza494
  2

• Get complete hyperparameter tuning history

  #138 opened 7 months ago by diggi2395
  2

• General Inquiry

  #139 opened 7 months ago by eza494
  1

• Question: temporal grouping

  #136 opened 8 months ago by mglowacki100
  2

• Longitudinal multinomial classification modeling

  #135 opened 9 months ago by OscarYan0104yy
  1

• Migrating from XGBoost

  #133 opened 9 months ago by asheetal
  0

• negative_binomial not supported error, Python version 1.2.7.1 (from PyPi)

  #131 opened 10 months ago by m-haines
  7

• Vechia approximation with panel data,

  #132 opened 10 months ago by imadoualid
  1

• Using gamma in GPBoost in Python, version 1.2.7.1 (from PyPi)

  #130 opened 10 months ago by m-haines
  5

• SHAP values not matching with model output

  #127 opened 10 months ago by raheems
  4

• How to get the model variance for a random intercept model using gpboost?

  #128 opened 10 months ago by raheems
  1

• Feature Request: Is it possible to support an offset parameter?

  #123 opened a year ago by ggruenhagen3
  5

• bst.predict function has very long runtimes when likelihood of GPModel is set to bernoulli_logit

  #114 opened a year ago by myng-ahn
  3

• Feature Request: Add Negative Binomial as an Option for the likelihood parameter

  #119 opened a year ago by ggruenhagen3
  5

• Fatal errors during random effects model fitting

  #122 opened a year ago by NickStrEng
  7

• Error in initialize(...) : std::bad_alloc

  #121 opened a year ago by juandavidgutier
  3

• Medium Article on GPBoost for Longitudinal & Panel Data

  #118 opened a year ago by theScarro
  3

• Possible training issue with Booster + Random Effect models

  #117 opened a year ago by AhmetZamanis
  4

• I can't save the GPModel/GPBoostClassifier

  #115 opened a year ago by kaiodealmeida
  9

• Using gpboost for spatial data (real estate)

  #111 opened a year ago by imadoualid
  1

• Predictions underfit

  #106 opened a year ago by VHolstein
  9

• GPBOOST/XGBOOST

  #109 opened a year ago by RemiVerronneau-betclic
  0

• predictions on train set crashing suddenly

  #107 opened a year ago by ianian-dot
  2

• Does GPBoost support more than two levels?

  #108 opened a year ago by dirkpelt
  1

• Blog posts behind paywall

  #105 opened a year ago by mglowacki100
  4

• Inconsistency between Log Odds and Probability (mu) predictions from GLMM logit models

  #104 opened a year ago by flare-hawk
  3

• Article on Panel data management?

  #88 opened 2 years ago by simonprovost
  11

• Bug: GPBoostError: The argument 'num_neighbors_pred' is discontinued. Use the function 'set_prediction_data' to specify this

  #102 opened a year ago by daanielng
  3

• Predictions from saved model does not give the same results as the original

  #92 opened 2 years ago by xsher
  4

• module 'pdpbox.pdp' has no attribute 'pdp_isolate'

  #101 opened a year ago by raheems
  4

• Problem in running GPBOOST within last 8-10 days

  #98 opened 2 years ago by mpce-pal
  1

• [R] Detecting OpenMP support does not work correctly on macOS when building with GCC

  #95 opened 2 years ago by barracuda156
  5

• ValueError: ctypes objects containing pointers cannot be pickled

  #94 opened 2 years ago by Nick-Yazdani
  4

• feature request: supply lme4 style model formula

  #93 opened 2 years ago by braza2
  1

• Import GPBOOST as GPB issue

  #90 opened 2 years ago by simonprovost
  0

• Interpretation of Predict() results for a bernoulli_logit mixed effects model (in R)

  #89 opened 2 years ago by AndrewKostandy
  1

• claasification

  #87 opened 2 years ago by MehdiBejani
  3

• Improving performance

  #85 opened 2 years ago by IanQS
  1

• Longitudinal Data

  #86 opened 2 years ago by simonprovost
  1

• Resource on using GPBoost on dataset with spatial and non-spatial features?

  #83 opened 2 years ago by IanQS
  1

• Cannot import on a Mac M1

  #82 opened 2 years ago by IanQS
  2

• tests / p-values for groups of multiple variables in GLMMs

  #81 opened 2 years ago by qiuyugong-aifi
  1