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GH-16413: Adding HGLM solo algorithm page [nocheck] #16419

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merged 22 commits into from
Oct 26, 2024
Merged

GH-16413: Adding HGLM solo algorithm page [nocheck] #16419

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ea59d06
ht/initial hglm
hannah-tillman Oct 10, 2024
2846519
ht/added descriptions, ordered, values
hannah-tillman Oct 10, 2024
352db78
ht/references
hannah-tillman Oct 10, 2024
173fa2a
ht/pulled old intro; defining hlm to own section
hannah-tillman Oct 10, 2024
fe4d7ee
ht/thru pg2
hannah-tillman Oct 11, 2024
cba131d
ht/first thru HLM section
hannah-tillman Oct 11, 2024
96c8f1a
ht/next section
hannah-tillman Oct 11, 2024
ae25652
ht/added to available algo-params
hannah-tillman Oct 11, 2024
771edca
ht/next section draft
hannah-tillman Oct 11, 2024
0b3b290
ht/equation fixes
hannah-tillman Oct 11, 2024
e509afb
ht/next section
hannah-tillman Oct 11, 2024
993ad28
ht/weekend pause
hannah-tillman Oct 11, 2024
79a5b38
ht/draft log-likelihood
hannah-tillman Oct 14, 2024
3e8d086
ht/alternate log-likelihood & updated refs
hannah-tillman Oct 14, 2024
bbae761
ht/pulling hglm from algo-params & glm page
hannah-tillman Oct 14, 2024
4dd8444
ht/end piece
hannah-tillman Oct 14, 2024
c76d3a7
ht/requested updates
hannah-tillman Oct 15, 2024
649b522
ht/removed intro
hannah-tillman Oct 15, 2024
a0dd5ba
ht/requested updates
hannah-tillman Oct 21, 2024
d402f15
ht/added r examples
hannah-tillman Oct 23, 2024
a710c2e
ht/requested changes rd.2
hannah-tillman Oct 23, 2024
bf94373
ht/requetsed changed rd.3
hannah-tillman Oct 24, 2024
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1 change: 1 addition & 0 deletions h2o-docs/src/product/data-science.rst
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Expand Up @@ -42,6 +42,7 @@ H2O-3 supports the following supervised algorithms:
data-science/model_selection
data-science/gam
data-science/anova_glm
data-science/hglm
data-science/gbm
data-science/naive-bayes
data-science/rulefit
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/custom_metric_func.rst
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Expand Up @@ -3,7 +3,7 @@
``custom_metric_func``
----------------------

- Available in: GBM, GLM, DRF, Deeplearning, Stacked Ensembles, XGBoost
- Available in: GBM, GLM, HGLM, DRF, Deeplearning, Stacked Ensembles, XGBoost
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/family.rst
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``family``
----------

- Available in: GLM, GAM
- Available in: GLM, GAM, HGLM
- Hyperparameter: no

Description
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81 changes: 0 additions & 81 deletions h2o-docs/src/product/data-science/algo-params/hglm.rst
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This file was deleted.

2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/ignore_const_cols.rst
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``ignore_const_cols``
---------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/ignored_columns.rst
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``ignored_columns``
-------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/max_iterations.rst
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``max_iterations``
------------------

- Available in: GLM, GAM, PCA, GLRM, K-Means, CoxPH
- Available in: GLM, GAM, HGLM, PCA, GLRM, K-Means, CoxPH, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/max_runtime_secs.rst
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``max_runtime_secs``
-----------------------

- Available in: GBM, DRF, Deep Learning, GLM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Word2vec, Isolation Forest, Stacked Ensembles, Uplift DRF
- Available in: GBM, DRF, Deep Learning, GLM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Word2vec, Isolation Forest, Stacked Ensembles, Uplift DRF, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/missing_values_handling.rst
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``missing_values_handling``
---------------------------

- Available in: Deep Learning, GLM, GAM
- Available in: Deep Learning, GLM, GAM, HGLM, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/model_id.rst
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``model_id``
------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/offset_column.rst
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``offset_column``
-----------------

- Available in: GBM, Deep Learning, GLM, GAM, CoxPH, XGBoost, Stacked Ensembles
- Available in: GBM, Deep Learning, GLM, GAM, HGLM, CoxPH, XGBoost, Stacked Ensembles, ANOVAGLM, ModelSelection
- Hyperparameter: no


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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/plug_values.rst
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``plug_values``
---------------

- Available in: GLM, GAM
- Available in: GLM, GAM, HGLM, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/rand_family.rst
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``rand_family``
---------------

- Available in: GLM
- Available in: HGLM
- Hyperparameter: no

Description
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4 changes: 2 additions & 2 deletions h2o-docs/src/product/data-science/algo-params/random_columns.rst
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``random_columns``
------------------

- Available in: GLM
- Hyperparameter: no
- Available in: HGLM
- Hyperparameter: yes

Description
~~~~~~~~~~~
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/score_each_iteration.rst
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``score_each_iteration``
------------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Isolation Forest, Extended Isolation Forest, Uplift DRF
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, XGBoost, Isolation Forest, Extended Isolation Forest, Uplift DRF, ANOVAGLM, ModelSelection
- Hyperparameter: no


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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/seed.rst
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``seed``
--------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Stacked Ensembles, Isolation Forest, Target Encoding, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, AutoML, XGBoost, Stacked Ensembles, Isolation Forest, Target Encoding, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/standardize.rst
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``standardize``
---------------

- Available in: Deep Learning, GLM, GAM, K-Means
- Available in: Deep Learning, GLM, GAM, HGLM, K-Means, ANOVAGLM, ModelSelection
- Hyperparameter: yes

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/training_frame.rst
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``training_frame``
------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, AutoML, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Word2Vec, Stacked Ensembles, AutoML, XGBoost, Aggregator, CoxPH, Isolation Forest, Extended Isolation Forest, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/validation_frame.rst
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``validation_frame``
--------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/weights_column.rst
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``weights_column``
------------------

- Available in: GBM, DRF, Deep Learning, GLM, GAM, AutoML, XGBoost, CoxPH, Stacked Ensembles, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, AutoML, XGBoost, CoxPH, Stacked Ensembles, AdaBoost, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/x.rst
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``x``
-----

- Available in: GBM, DRF, Deep Learning, GLM, GAM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, PCA, GLRM, Naïve-Bayes, K-Means, Stacked Ensembles, AutoML, XGBoost, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no

Description
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2 changes: 1 addition & 1 deletion h2o-docs/src/product/data-science/algo-params/y.rst
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``y``
-----
- Available in: GBM, DRF, Deep Learning, GLM, GAM, Naïve-Bayes, Stacked Ensembles, AutoML, XGBoost, Aggregator, Uplift DRF, AdaBoost
- Available in: GBM, DRF, Deep Learning, GLM, GAM, HGLM, Naïve-Bayes, Stacked Ensembles, AutoML, XGBoost, Aggregator, Uplift DRF, AdaBoost, Decision Tree, ANOVAGLM, ModelSelection
- Hyperparameter: no


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