neomaril_codex package

The neomaril-codex is a package developed by Datarisk to help people who works with ML to train, deploy, monitor and manage their models. This page gives an overview of all objects, functions and methods present at the package.

Modules

• Base module
  • neomaril_codex.base.BaseNeomaril
    • BaseNeomaril
  • neomaril_codex.base.BaseNeomarilClient
    • BaseNeomarilClient
      • BaseNeomarilClient.login
      • BaseNeomarilClient.password
      • BaseNeomarilClient.url
      • BaseNeomarilClient.create_group()
      • BaseNeomarilClient.list_groups()
      • BaseNeomarilClient.refresh_group_token()
  • neomaril_codex.base.NeomarilExecution
    • NeomarilExecution
      • NeomarilExecution.parend_id
      • NeomarilExecution.exec_type
      • NeomarilExecution.group
      • NeomarilExecution.exec_id
      • NeomarilExecution.login
      • NeomarilExecution.password
      • NeomarilExecution.url
      • NeomarilExecution.download_result()
      • NeomarilExecution.get_status()
      • NeomarilExecution.wait_ready()

• Model module
  • neomaril_codex.model.NeomarilModel
    • NeomarilModel
      • NeomarilModel.login
      • NeomarilModel.password
      • NeomarilModel.model_id
      • NeomarilModel.group
      • NeomarilModel.group_token
      • NeomarilModel.url
      • NeomarilModel.docs
      • NeomarilModel.delete()
      • NeomarilModel.disable()
      • NeomarilModel.generate_predict_code()
      • NeomarilModel.get_logs()
      • NeomarilModel.get_model_execution()
      • NeomarilModel.health()
      • NeomarilModel.predict()
      • NeomarilModel.register_monitoring()
      • NeomarilModel.restart_model()
      • NeomarilModel.set_token()
      • NeomarilModel.wait_ready()
  • neomaril_codex.model.NeomarilModelClient
    • NeomarilModelClient
      • NeomarilModelClient.login
      • NeomarilModelClient.password
      • NeomarilModelClient.url
      • NeomarilModelClient.create_model()
      • NeomarilModelClient.get_logs()
      • NeomarilModelClient.get_model()
      • NeomarilModelClient.get_model_execution()
      • NeomarilModelClient.search_models()

• Training module
  • neomaril_codex.training.NeomarilTrainingExecution
    • NeomarilTrainingExecution
      • NeomarilTrainingExecution.training_id
      • NeomarilTrainingExecution.group
      • NeomarilTrainingExecution.exec_id
      • NeomarilTrainingExecution.login
      • NeomarilTrainingExecution.password
      • NeomarilTrainingExecution.environment
      • NeomarilTrainingExecution.run_data
      • NeomarilTrainingExecution.get_status()
      • NeomarilTrainingExecution.promote_model()
  • neomaril_codex.training.NeomarilTrainingExperiment
    • NeomarilTrainingExperiment
      • NeomarilTrainingExperiment.login
      • NeomarilTrainingExperiment.password
      • NeomarilTrainingExperiment.training_id
      • NeomarilTrainingExperiment.group
      • NeomarilTrainingExperiment.environment
      • NeomarilTrainingExperiment.executions
      • NeomarilTrainingExperiment.get_all_training_executions()
      • NeomarilTrainingExperiment.get_training_execution()
      • NeomarilTrainingExperiment.log_train()
      • NeomarilTrainingExperiment.run_training()
  • neomaril_codex.training.NeomarilTrainingClient
    • NeomarilTrainingClient
      • NeomarilTrainingClient.login
      • NeomarilTrainingClient.password
      • NeomarilTrainingClient.url
      • NeomarilTrainingClient.create_training_experiment()
      • NeomarilTrainingClient.get_training()

• DataSource module
  • neomaril_codex.datasource.NeomarilDataSourceClient
  • neomaril_codex.datasource.NeomarilDataSource
  • neomaril_codex.datasource.NeomarilDataset

• Preprocessing module
  • neomaril_codex.preprocessing.NeomarilPreprocessing
    • NeomarilPreprocessing
      • NeomarilPreprocessing.login
      • NeomarilPreprocessing.password
      • NeomarilPreprocessing.preprocessing_id
      • NeomarilPreprocessing.group
      • NeomarilPreprocessing.base_url
      • NeomarilPreprocessing.get_logs()
      • NeomarilPreprocessing.get_preprocessing_execution()
      • NeomarilPreprocessing.run()
      • NeomarilPreprocessing.set_token()
      • NeomarilPreprocessing.wait_ready()
  • neomaril_codex.preprocessing.NeomarilPreprocessingClient
    • NeomarilPreprocessingClient
      • NeomarilPreprocessingClient.login
      • NeomarilPreprocessingClient.password
      • NeomarilPreprocessingClient.url
      • NeomarilPreprocessingClient.create()
      • NeomarilPreprocessingClient.get_execution()
      • NeomarilPreprocessingClient.get_logs()
      • NeomarilPreprocessingClient.get_preprocessing()
      • NeomarilPreprocessingClient.search_preprocessing()

• Pipeline module
  • neomaril_codex.pipeline.NeomarilPipeline
    • NeomarilPipeline
      • NeomarilPipeline.from_config_file()
      • NeomarilPipeline.register_deploy_config()
      • NeomarilPipeline.register_monitoring_config()
      • NeomarilPipeline.register_train_config()
      • NeomarilPipeline.run_deploy()
      • NeomarilPipeline.run_monitoring()
      • NeomarilPipeline.run_training()
      • NeomarilPipeline.start()

• Logging module
  • neomaril_codex.logging.Logger
    • Logger
      • Logger.model_type
      • Logger.callback()
      • Logger.debug()
      • Logger.error()
      • Logger.warning()

• Exceptions module
  • neomaril_codex.exceptions
    • AuthenticationError
    • CredentialError
    • DataSorceError
    • DatasetNotFoundError
    • ExecutionError
    • GroupError
    • InputError
    • ModelError
    • PipelineError
    • PreprocessingError
    • ServerError
    • TrainingError