Packages

  • package root
    Definition Classes
    root
  • package ai
    Definition Classes
    root
  • package eto
    Definition Classes
    ai
  • package rikai
    Definition Classes
    eto
  • package sql

    Rikai SQL-ML extension.

    Rikai SQL-ML extension.

    Rikai offers DDL to manipulate ML Models:

    CREATE MODEL model_name
[ OPTIONS (key=value, key=value, ...) ]
[ AS "model_registry_uri" ]

# List all registered models.
SHOW MODELS

# Describe the details of a model.
(DESC | DESCRIBE) MODEL model_name

# Drop a Model
DROP MODEL model_name

    A ML_PREDICT function is implemented to run model inference.

    SELECT id, ML_PREDICT(model_name, col1, col2, col3) as predicted FROM table
    Definition Classes
    rikai
  • package model
    Definition Classes
    sql
  • package dummy
    Definition Classes
    model
  • DummyRegistry
  • package fs

    FileSystem-based on Models.

    FileSystem-based on Models.

    It supports the following URIs.

    • ../relative/path/to/model
    • /absolute/path/to/model
    • file:///absolute/path/to/model
    • s3://bucket/path/to/model
    • gs://bucket/path/to/model
    • https://example.com/path/to/model
    Definition Classes
    model
  • package mlflow

    MLflow-based Models.

    MLflow-based Models.

    It supports the following URIs.

    • mlflow://<runid>
    • mlflow://<model> (latest version without a stage designation)
    • mlflow://<model>/<stage> (latest version for given stage)
    • mlflow://<model>/<version> (get the particular version of the registered model)
    Definition Classes
    model
  • package testing
    Definition Classes
    model
  • package tfhub

    TFHub-based Models.

    TFHub-based Models.

    Definition Classes
    model
  • package torchhub

    TorchHub-based Models.

    TorchHub-based Models.

    It supports the following URIs.

    • torchhub:///<organization>/<project>/<model>
    Definition Classes
    model

package dummy

Ordering
  1. Alphabetic
Visibility
  1. Public
  2. Protected

Value Members

  1. object DummyRegistry extends PyImplRegistry with LazyLogging

    DummyRegistry is used when no registry URI is specified

Ungrouped