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water.bindings.proxies.retrofit.ModelBuilders Maven / Gradle / Ivy
package water.bindings.proxies.retrofit;
import water.bindings.pojos.*;
import retrofit2.*;
import retrofit2.http.*;
import java.util.Map;
public interface ModelBuilders {
/** Return a new unique model_id for the specified algorithm. */
@FormUrlEncoded
@POST("/3/ModelBuilders/{algo}/model_id")
Call calcModelId(@Path("algo") String algo,
@Field("_exclude_fields") String _exclude_fields);
/** Return the Model Builder metadata for the specified algorithm. */
@GET("/3/ModelBuilders/{algo}")
Call fetch(@Path("algo") String algo);
/** Return the Model Builder metadata for all available algorithms. */
@GET("/3/ModelBuilders")
Call list();
/** Train a DeepLearning model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/deeplearning")
Call train_deeplearning(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of DeepLearning model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/deeplearning/parameters")
Call validate_parameters_deeplearning(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a GLM model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/glm")
Call train_glm(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of GLM model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/glm/parameters")
Call validate_parameters_glm(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a GLRM model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/glrm")
Call train_glrm(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of GLRM model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/glrm/parameters")
Call validate_parameters_glrm(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a KMeans model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/kmeans")
Call train_kmeans(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of KMeans model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/kmeans/parameters")
Call validate_parameters_kmeans(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a NaiveBayes model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/naivebayes")
Call train_naivebayes(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of NaiveBayes model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/naivebayes/parameters")
Call validate_parameters_naivebayes(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a PCA model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/pca")
Call train_pca(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of PCA model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/pca/parameters")
Call validate_parameters_pca(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a SVD model. */
@FormUrlEncoded
@POST("/99/ModelBuilders/svd")
Call train_svd(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of SVD model builder parameters. */
@FormUrlEncoded
@POST("/99/ModelBuilders/svd/parameters")
Call validate_parameters_svd(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a DRF model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/drf")
Call train_drf(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of DRF model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/drf/parameters")
Call validate_parameters_drf(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Train a GBM model. */
@FormUrlEncoded
@POST("/3/ModelBuilders/gbm")
Call train_gbm(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
/** Validate a set of GBM model builder parameters. */
@FormUrlEncoded
@POST("/3/ModelBuilders/gbm/parameters")
Call validate_parameters_gbm(@Field("parameters") ModelParametersSchema parameters,
@Field("__http_status") int __http_status,
@Field("_exclude_fields") String _exclude_fields);
}
