water.bindings.proxies.retrofit

Interface Grid

public interface Grid

Method Summary

Methods

Modifier and Type	Method and Description
retrofit2.Call<GridSearchSchema>	train_deeplearning(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for DeepLearning model.
retrofit2.Call<GridSearchSchema>	train_drf(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for DRF model.
retrofit2.Call<GridSearchSchema>	train_gbm(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for GBM model.
retrofit2.Call<GridSearchSchema>	train_glm(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for GLM model.
retrofit2.Call<GridSearchSchema>	train_glrm(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for GLRM model.
retrofit2.Call<GridSearchSchema>	train_kmeans(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for KMeans model.
retrofit2.Call<GridSearchSchema>	train_naivebayes(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for NaiveBayes model.
retrofit2.Call<GridSearchSchema>	train_pca(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for PCA model.
retrofit2.Call<GridSearchSchema>	train_svd(ModelParametersSchema parameters, java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters, java.lang.String grid_id, HyperSpaceSearchCriteriaV99 search_criteria) Run grid search for SVD model.

Method Detail

train_deeplearning

@FormUrlEncoded
@POST(value="/99/Grid/deeplearning")
retrofit2.Call<GridSearchSchema> train_deeplearning(@Field(value="parameters")
                                                                      ModelParametersSchema parameters,
                                                                      @Field(value="hyper_parameters")
                                                                      java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                                      @Field(value="grid_id")
                                                                      java.lang.String grid_id,
                                                                      @Field(value="search_criteria")
                                                                      HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for DeepLearning model.

train_glm

@FormUrlEncoded
@POST(value="/99/Grid/glm")
retrofit2.Call<GridSearchSchema> train_glm(@Field(value="parameters")
                                                             ModelParametersSchema parameters,
                                                             @Field(value="hyper_parameters")
                                                             java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                             @Field(value="grid_id")
                                                             java.lang.String grid_id,
                                                             @Field(value="search_criteria")
                                                             HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for GLM model.

train_glrm

@FormUrlEncoded
@POST(value="/99/Grid/glrm")
retrofit2.Call<GridSearchSchema> train_glrm(@Field(value="parameters")
                                                              ModelParametersSchema parameters,
                                                              @Field(value="hyper_parameters")
                                                              java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                              @Field(value="grid_id")
                                                              java.lang.String grid_id,
                                                              @Field(value="search_criteria")
                                                              HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for GLRM model.

train_kmeans

@FormUrlEncoded
@POST(value="/99/Grid/kmeans")
retrofit2.Call<GridSearchSchema> train_kmeans(@Field(value="parameters")
                                                                ModelParametersSchema parameters,
                                                                @Field(value="hyper_parameters")
                                                                java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                                @Field(value="grid_id")
                                                                java.lang.String grid_id,
                                                                @Field(value="search_criteria")
                                                                HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for KMeans model.

train_naivebayes

@FormUrlEncoded
@POST(value="/99/Grid/naivebayes")
retrofit2.Call<GridSearchSchema> train_naivebayes(@Field(value="parameters")
                                                                    ModelParametersSchema parameters,
                                                                    @Field(value="hyper_parameters")
                                                                    java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                                    @Field(value="grid_id")
                                                                    java.lang.String grid_id,
                                                                    @Field(value="search_criteria")
                                                                    HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for NaiveBayes model.

train_pca

@FormUrlEncoded
@POST(value="/99/Grid/pca")
retrofit2.Call<GridSearchSchema> train_pca(@Field(value="parameters")
                                                             ModelParametersSchema parameters,
                                                             @Field(value="hyper_parameters")
                                                             java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                             @Field(value="grid_id")
                                                             java.lang.String grid_id,
                                                             @Field(value="search_criteria")
                                                             HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for PCA model.

train_svd

@FormUrlEncoded
@POST(value="/99/Grid/svd")
retrofit2.Call<GridSearchSchema> train_svd(@Field(value="parameters")
                                                             ModelParametersSchema parameters,
                                                             @Field(value="hyper_parameters")
                                                             java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                             @Field(value="grid_id")
                                                             java.lang.String grid_id,
                                                             @Field(value="search_criteria")
                                                             HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for SVD model.

train_drf

@FormUrlEncoded
@POST(value="/99/Grid/drf")
retrofit2.Call<GridSearchSchema> train_drf(@Field(value="parameters")
                                                             ModelParametersSchema parameters,
                                                             @Field(value="hyper_parameters")
                                                             java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                             @Field(value="grid_id")
                                                             java.lang.String grid_id,
                                                             @Field(value="search_criteria")
                                                             HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for DRF model.

train_gbm

@FormUrlEncoded
@POST(value="/99/Grid/gbm")
retrofit2.Call<GridSearchSchema> train_gbm(@Field(value="parameters")
                                                             ModelParametersSchema parameters,
                                                             @Field(value="hyper_parameters")
                                                             java.util.Map<java.lang.Object,java.lang.Object> hyper_parameters,
                                                             @Field(value="grid_id")
                                                             java.lang.String grid_id,
                                                             @Field(value="search_criteria")
                                                             HyperSpaceSearchCriteriaV99 search_criteria)

Run grid search for GBM model.