water.bindings.proxies.retrofit

Interface ModelBuilders

public interface ModelBuilders

Method Summary

Methods

Modifier and Type	Method and Description
retrofit2.Call<ModelIdV3>	calcModelId(java.lang.String algo, java.lang.String _exclude_fields) Return a new unique model_id for the specified algorithm.
retrofit2.Call<ModelBuildersV3>	fetch(java.lang.String algo) Return the Model Builder metadata for the specified algorithm.
retrofit2.Call<ModelBuildersV3>	list() Return the Model Builder metadata for all available algorithms.
retrofit2.Call<ModelBuilderSchema>	train_deeplearning(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a DeepLearning model.
retrofit2.Call<ModelBuilderSchema>	train_drf(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a DRF model.
retrofit2.Call<ModelBuilderSchema>	train_gbm(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a GBM model.
retrofit2.Call<ModelBuilderSchema>	train_glm(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a GLM model.
retrofit2.Call<ModelBuilderSchema>	train_glrm(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a GLRM model.
retrofit2.Call<ModelBuilderSchema>	train_kmeans(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a KMeans model.
retrofit2.Call<ModelBuilderSchema>	train_naivebayes(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a NaiveBayes model.
retrofit2.Call<ModelBuilderSchema>	train_pca(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a PCA model.
retrofit2.Call<ModelBuilderSchema>	train_svd(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Train a SVD model.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_deeplearning(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of DeepLearning model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_drf(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of DRF model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_gbm(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of GBM model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_glm(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of GLM model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_glrm(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of GLRM model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_kmeans(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of KMeans model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_naivebayes(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of NaiveBayes model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_pca(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of PCA model builder parameters.
retrofit2.Call<ModelBuilderSchema>	validate_parameters_svd(ModelParametersSchema parameters, int __http_status, java.lang.String _exclude_fields) Validate a set of SVD model builder parameters.

Method Detail

calcModelId

@FormUrlEncoded
@POST(value="/3/ModelBuilders/{algo}/model_id")
retrofit2.Call<ModelIdV3> calcModelId(@Path(value="algo")
                                                        java.lang.String algo,
                                                        @Field(value="_exclude_fields")
                                                        java.lang.String _exclude_fields)

Return a new unique model_id for the specified algorithm.

fetch

@GET(value="/3/ModelBuilders/{algo}")
retrofit2.Call<ModelBuildersV3> fetch(@Path(value="algo")
                                        java.lang.String algo)

Return the Model Builder metadata for the specified algorithm.

list

@GET(value="/3/ModelBuilders")
retrofit2.Call<ModelBuildersV3> list()

Return the Model Builder metadata for all available algorithms.

train_deeplearning

@FormUrlEncoded
@POST(value="/3/ModelBuilders/deeplearning")
retrofit2.Call<ModelBuilderSchema> train_deeplearning(@Field(value="parameters")
                                                                        ModelParametersSchema parameters,
                                                                        @Field(value="__http_status")
                                                                        int __http_status,
                                                                        @Field(value="_exclude_fields")
                                                                        java.lang.String _exclude_fields)

Train a DeepLearning model.

validate_parameters_deeplearning

@FormUrlEncoded
@POST(value="/3/ModelBuilders/deeplearning/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_deeplearning(@Field(value="parameters")
                                                                                      ModelParametersSchema parameters,
                                                                                      @Field(value="__http_status")
                                                                                      int __http_status,
                                                                                      @Field(value="_exclude_fields")
                                                                                      java.lang.String _exclude_fields)

Validate a set of DeepLearning model builder parameters.

train_glm

@FormUrlEncoded
@POST(value="/3/ModelBuilders/glm")
retrofit2.Call<ModelBuilderSchema> train_glm(@Field(value="parameters")
                                                               ModelParametersSchema parameters,
                                                               @Field(value="__http_status")
                                                               int __http_status,
                                                               @Field(value="_exclude_fields")
                                                               java.lang.String _exclude_fields)

Train a GLM model.

validate_parameters_glm

@FormUrlEncoded
@POST(value="/3/ModelBuilders/glm/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_glm(@Field(value="parameters")
                                                                             ModelParametersSchema parameters,
                                                                             @Field(value="__http_status")
                                                                             int __http_status,
                                                                             @Field(value="_exclude_fields")
                                                                             java.lang.String _exclude_fields)

Validate a set of GLM model builder parameters.

train_glrm

@FormUrlEncoded
@POST(value="/3/ModelBuilders/glrm")
retrofit2.Call<ModelBuilderSchema> train_glrm(@Field(value="parameters")
                                                                ModelParametersSchema parameters,
                                                                @Field(value="__http_status")
                                                                int __http_status,
                                                                @Field(value="_exclude_fields")
                                                                java.lang.String _exclude_fields)

Train a GLRM model.

validate_parameters_glrm

@FormUrlEncoded
@POST(value="/3/ModelBuilders/glrm/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_glrm(@Field(value="parameters")
                                                                              ModelParametersSchema parameters,
                                                                              @Field(value="__http_status")
                                                                              int __http_status,
                                                                              @Field(value="_exclude_fields")
                                                                              java.lang.String _exclude_fields)

Validate a set of GLRM model builder parameters.

train_kmeans

@FormUrlEncoded
@POST(value="/3/ModelBuilders/kmeans")
retrofit2.Call<ModelBuilderSchema> train_kmeans(@Field(value="parameters")
                                                                  ModelParametersSchema parameters,
                                                                  @Field(value="__http_status")
                                                                  int __http_status,
                                                                  @Field(value="_exclude_fields")
                                                                  java.lang.String _exclude_fields)

Train a KMeans model.

validate_parameters_kmeans

@FormUrlEncoded
@POST(value="/3/ModelBuilders/kmeans/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_kmeans(@Field(value="parameters")
                                                                                ModelParametersSchema parameters,
                                                                                @Field(value="__http_status")
                                                                                int __http_status,
                                                                                @Field(value="_exclude_fields")
                                                                                java.lang.String _exclude_fields)

Validate a set of KMeans model builder parameters.

train_naivebayes

@FormUrlEncoded
@POST(value="/3/ModelBuilders/naivebayes")
retrofit2.Call<ModelBuilderSchema> train_naivebayes(@Field(value="parameters")
                                                                      ModelParametersSchema parameters,
                                                                      @Field(value="__http_status")
                                                                      int __http_status,
                                                                      @Field(value="_exclude_fields")
                                                                      java.lang.String _exclude_fields)

Train a NaiveBayes model.

validate_parameters_naivebayes

@FormUrlEncoded
@POST(value="/3/ModelBuilders/naivebayes/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_naivebayes(@Field(value="parameters")
                                                                                    ModelParametersSchema parameters,
                                                                                    @Field(value="__http_status")
                                                                                    int __http_status,
                                                                                    @Field(value="_exclude_fields")
                                                                                    java.lang.String _exclude_fields)

Validate a set of NaiveBayes model builder parameters.

train_pca

@FormUrlEncoded
@POST(value="/3/ModelBuilders/pca")
retrofit2.Call<ModelBuilderSchema> train_pca(@Field(value="parameters")
                                                               ModelParametersSchema parameters,
                                                               @Field(value="__http_status")
                                                               int __http_status,
                                                               @Field(value="_exclude_fields")
                                                               java.lang.String _exclude_fields)

Train a PCA model.

validate_parameters_pca

@FormUrlEncoded
@POST(value="/3/ModelBuilders/pca/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_pca(@Field(value="parameters")
                                                                             ModelParametersSchema parameters,
                                                                             @Field(value="__http_status")
                                                                             int __http_status,
                                                                             @Field(value="_exclude_fields")
                                                                             java.lang.String _exclude_fields)

Validate a set of PCA model builder parameters.

train_svd

@FormUrlEncoded
@POST(value="/99/ModelBuilders/svd")
retrofit2.Call<ModelBuilderSchema> train_svd(@Field(value="parameters")
                                                               ModelParametersSchema parameters,
                                                               @Field(value="__http_status")
                                                               int __http_status,
                                                               @Field(value="_exclude_fields")
                                                               java.lang.String _exclude_fields)

Train a SVD model.

validate_parameters_svd

@FormUrlEncoded
@POST(value="/99/ModelBuilders/svd/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_svd(@Field(value="parameters")
                                                                             ModelParametersSchema parameters,
                                                                             @Field(value="__http_status")
                                                                             int __http_status,
                                                                             @Field(value="_exclude_fields")
                                                                             java.lang.String _exclude_fields)

Validate a set of SVD model builder parameters.

train_drf

@FormUrlEncoded
@POST(value="/3/ModelBuilders/drf")
retrofit2.Call<ModelBuilderSchema> train_drf(@Field(value="parameters")
                                                               ModelParametersSchema parameters,
                                                               @Field(value="__http_status")
                                                               int __http_status,
                                                               @Field(value="_exclude_fields")
                                                               java.lang.String _exclude_fields)

Train a DRF model.

validate_parameters_drf

@FormUrlEncoded
@POST(value="/3/ModelBuilders/drf/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_drf(@Field(value="parameters")
                                                                             ModelParametersSchema parameters,
                                                                             @Field(value="__http_status")
                                                                             int __http_status,
                                                                             @Field(value="_exclude_fields")
                                                                             java.lang.String _exclude_fields)

Validate a set of DRF model builder parameters.

train_gbm

@FormUrlEncoded
@POST(value="/3/ModelBuilders/gbm")
retrofit2.Call<ModelBuilderSchema> train_gbm(@Field(value="parameters")
                                                               ModelParametersSchema parameters,
                                                               @Field(value="__http_status")
                                                               int __http_status,
                                                               @Field(value="_exclude_fields")
                                                               java.lang.String _exclude_fields)

Train a GBM model.

validate_parameters_gbm

@FormUrlEncoded
@POST(value="/3/ModelBuilders/gbm/parameters")
retrofit2.Call<ModelBuilderSchema> validate_parameters_gbm(@Field(value="parameters")
                                                                             ModelParametersSchema parameters,
                                                                             @Field(value="__http_status")
                                                                             int __http_status,
                                                                             @Field(value="_exclude_fields")
                                                                             java.lang.String _exclude_fields)

Validate a set of GBM model builder parameters.