aisquared package

Subpackages

• aisquared.base package
  • Submodules
  • aisquared.base.BaseObject module
    • BaseObject
      • BaseObject.to_dict()
      • BaseObject.to_json()
  • aisquared.base.css module
  • aisquared.base.endpoints module
  • aisquared.base.harvesting module
  • aisquared.base.platform module
  • aisquared.base.preprocessing module
  • aisquared.base.rendering module
  • aisquared.base.stages module
  • Module contents
• aisquared.config package
  • Subpackages
    • aisquared.config.analytic package
      • Submodules
      • aisquared.config.analytic.DeployedAnalytic module
      • aisquared.config.analytic.DeployedModel module
      • aisquared.config.analytic.LocalAnalytic module
      • aisquared.config.analytic.LocalModel module
      • aisquared.config.analytic.ReverseMLWorkflow module
      • Module contents
    • aisquared.config.feedback package
      • Submodules
      • aisquared.config.feedback.BinaryFeedback module
      • aisquared.config.feedback.ModelFeedback module
      • aisquared.config.feedback.MulticlassFeedback module
      • aisquared.config.feedback.QualitativeFeedback module
      • aisquared.config.feedback.RegressionFeedback module
      • aisquared.config.feedback.SimpleFeedback module
      • Module contents
    • aisquared.config.harvesting package
      • Submodules
      • aisquared.config.harvesting.ChatbotHarvester module
      • aisquared.config.harvesting.ImageHarvester module
      • aisquared.config.harvesting.InputHarvester module
      • aisquared.config.harvesting.QueryParameterHarvester module
      • aisquared.config.harvesting.TextHarvester module
      • Module contents
    • aisquared.config.postprocessing package
      • Submodules
      • aisquared.config.postprocessing.BinaryClassification module
      • aisquared.config.postprocessing.MulticlassClassification module
      • aisquared.config.postprocessing.ObjectDetection module
      • aisquared.config.postprocessing.Regression module
      • Module contents
    • aisquared.config.preprocessing package
      • Subpackages
      • Module contents
    • aisquared.config.rendering package
      • Submodules
      • aisquared.config.rendering.BarChartRendering module
      • aisquared.config.rendering.ChatRendering module
      • aisquared.config.rendering.ContainerRendering module
      • aisquared.config.rendering.CustomRendering module
      • aisquared.config.rendering.DashboardRendering module
      • aisquared.config.rendering.DashboardReplacementRendering module
      • aisquared.config.rendering.DocumentRendering module
      • aisquared.config.rendering.DoughnutChartRendering module
      • aisquared.config.rendering.FilterRendering module
      • aisquared.config.rendering.HTMLTagRendering module
      • aisquared.config.rendering.ImageRendering module
      • aisquared.config.rendering.LineChartRendering module
      • aisquared.config.rendering.ObjectRendering module
      • aisquared.config.rendering.PieChartRendering module
      • aisquared.config.rendering.SOSRendering module
      • aisquared.config.rendering.TableRendering module
      • aisquared.config.rendering.TextRendering module
      • aisquared.config.rendering.WordRendering module
      • aisquared.config.rendering.utils module
      • Module contents
  • Submodules
  • aisquared.config.CustomObject module
    • CustomObject
      • CustomObject.to_dict()
  • aisquared.config.GraphConfiguration module
    • GraphConfiguration
      • GraphConfiguration.add_node()
      • GraphConfiguration.auto_run
      • GraphConfiguration.compile()
      • GraphConfiguration.description
      • GraphConfiguration.documentation_link
      • GraphConfiguration.get_filenames()
      • GraphConfiguration.mlflow_token
      • GraphConfiguration.mlflow_uri
      • GraphConfiguration.mlflow_user
      • GraphConfiguration.name
      • GraphConfiguration.owner
      • GraphConfiguration.stage
      • GraphConfiguration.to_dict()
      • GraphConfiguration.url
      • GraphConfiguration.version
  • aisquared.config.ModelConfiguration module
    • ModelConfiguration
      • ModelConfiguration.analytic
      • ModelConfiguration.analytic_dict
      • ModelConfiguration.auto_run
      • ModelConfiguration.compile()
      • ModelConfiguration.description
      • ModelConfiguration.documentation_link
      • ModelConfiguration.feedback_dict
      • ModelConfiguration.feedback_steps
      • ModelConfiguration.get_model_filenames()
      • ModelConfiguration.harvester_dict
      • ModelConfiguration.harvesting_steps
      • ModelConfiguration.mlflow_token
      • ModelConfiguration.mlflow_uri
      • ModelConfiguration.mlflow_user
      • ModelConfiguration.name
      • ModelConfiguration.owner
      • ModelConfiguration.postprocesser_dict
      • ModelConfiguration.postprocessing_steps
      • ModelConfiguration.preprocesser_dict
      • ModelConfiguration.preprocessing_steps
      • ModelConfiguration.render_dict
      • ModelConfiguration.rendering_steps
      • ModelConfiguration.stage
      • ModelConfiguration.to_dict()
      • ModelConfiguration.url
      • ModelConfiguration.version
      • ModelConfiguration.warnings
  • Module contents
• aisquared.logging package
  • Module contents
• aisquared.platform package
  • Submodules
  • aisquared.platform.AISquaredAPIException module
    • AISquaredAPIException
  • aisquared.platform.AISquaredPlatformClient module
    • AISquaredPlatformClient
      • AISquaredPlatformClient.add_users_to_group()
      • AISquaredPlatformClient.base_url
      • AISquaredPlatformClient.create_group()
      • AISquaredPlatformClient.create_user()
      • AISquaredPlatformClient.delete_group()
      • AISquaredPlatformClient.delete_model()
      • AISquaredPlatformClient.delete_user()
      • AISquaredPlatformClient.get_group()
      • AISquaredPlatformClient.get_group_id_by_name()
      • AISquaredPlatformClient.get_model()
      • AISquaredPlatformClient.get_model_id_by_name()
      • AISquaredPlatformClient.get_role_id_by_role_name()
      • AISquaredPlatformClient.get_user()
      • AISquaredPlatformClient.get_user_id_by_name()
      • AISquaredPlatformClient.headers
      • AISquaredPlatformClient.list_group_users()
      • AISquaredPlatformClient.list_groups()
      • AISquaredPlatformClient.list_model_feedback()
      • AISquaredPlatformClient.list_model_prediction_feedback()
      • AISquaredPlatformClient.list_model_usage_metrics()
      • AISquaredPlatformClient.list_model_users()
      • AISquaredPlatformClient.list_models()
      • AISquaredPlatformClient.list_prediction_feedback()
      • AISquaredPlatformClient.list_roles()
      • AISquaredPlatformClient.list_user_usage_metrics()
      • AISquaredPlatformClient.list_users()
      • AISquaredPlatformClient.login()
      • AISquaredPlatformClient.password
      • AISquaredPlatformClient.remove_users_from_group()
      • AISquaredPlatformClient.share_model_with_group()
      • AISquaredPlatformClient.share_model_with_user()
      • AISquaredPlatformClient.test_connection()
      • AISquaredPlatformClient.token
      • AISquaredPlatformClient.unshare_model_with_group()
      • AISquaredPlatformClient.unshare_model_with_user()
      • AISquaredPlatformClient.update_group()
      • AISquaredPlatformClient.update_user()
      • AISquaredPlatformClient.upload_model()
      • AISquaredPlatformClient.use_port
      • AISquaredPlatformClient.username
  • aisquared.platform.DatabricksAPIException module
    • DatabricksAPIException
  • aisquared.platform.DatabricksClient module
    • DatabricksClient
      • DatabricksClient.base_url
      • DatabricksClient.create_compute()
      • DatabricksClient.create_job()
      • DatabricksClient.create_served_model()
      • DatabricksClient.delete_compute()
      • DatabricksClient.delete_from_workspace()
      • DatabricksClient.delete_job()
      • DatabricksClient.delete_registered_model()
      • DatabricksClient.delete_served_model()
      • DatabricksClient.download_from_workspace()
      • DatabricksClient.headers
      • DatabricksClient.list_compute()
      • DatabricksClient.list_jobs()
      • DatabricksClient.list_registered_models()
      • DatabricksClient.list_served_models()
      • DatabricksClient.list_workspace()
      • DatabricksClient.login()
      • DatabricksClient.run_job()
      • DatabricksClient.start_compute()
      • DatabricksClient.stop_compute()
      • DatabricksClient.token
      • DatabricksClient.update_job()
      • DatabricksClient.upload_to_workspace()
      • DatabricksClient.username
  • aisquared.platform.NoResultsFoundError module
    • NoResultsFoundError
  • aisquared.platform.additional_utils module
  • aisquared.platform.crudl module
  • aisquared.platform.feedback module
  • aisquared.platform.metrics module
  • aisquared.platform.sharing module
  • aisquared.platform.user_group module
  • Module contents
• aisquared.serving package
  • Submodules
  • aisquared.serving.deploy_model module
    • deploy_model()
    • load_beyondml_model()
  • aisquared.serving.get_remote_prediction module
    • get_remote_prediction()
  • Module contents
• aisquared.utils package
  • Submodules
  • aisquared.utils.utils module
    • get_model()
    • mimic_model()
  • Module contents

Module contents

This package contains utilities to interact with the AI Squared technology stack, particularly with developing and deploying models to the AI Squared Browser Extension or other applications developed through the AI Squared JavaScript SDK.