MLOps Metadata Store - Experiment Tracking and Model Registry for Production Teams

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Documentation for package ‘neptune’ version 0.2.3

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neptune_add Adds the provided tag or tags to the run's tags.
neptune_assign Assigns the provided value to the field.
neptune_clear Removes all tags from the StringSet.
neptune_delete_files Delete the file or files specified by paths from the FileSet stored on the Neptune servers.
neptune_download Downloads all the files that are referenced in the field.
neptune_download_last Downloads the last File stored in the series from Neptune servers and save it locally.
neptune_exists Checks if there is any field or namespace under the specified path.
neptune_fetch Fetch values of all non-File Atom fields as a named list.
neptune_fetch_files_list Fetches a list of artifact files from the Neptune servers.
neptune_fetch_hash Fetches the Hash of the artifact from Neptune servers.
neptune_fetch_last Fetches last value stored in the series from Neptune servers.
neptune_fetch_runs_table Retrieve runs matching the specified criteria.
neptune_fetch_values Fetches all values stored in the series from Neptune servers.
neptune_file_as_html Converts an object to an HTML File value object.
neptune_file_as_image Static method for converting image objects or image-like objects to an image File value object.
neptune_get_run_url Returns a direct link to run in Neptune. It's the same link that is printed at the moment of initialization of the run.
neptune_get_structure Returns a run's metadata structure in form of a named list.
neptune_init Starts a new tracked run, and append it to the top of the Runs table view.
neptune_install Install neptune-client along with required python enviroment.
neptune_log Logs the provided number or a collection of numbers.
neptune_pop Removes the field or whole namespace stored under the path completely and all data associated with them.
neptune_print_structure Pretty prints the structure of the run's metadata. Paths are ordered lexicographically and the whole structure is neatly colored.
neptune_remove Removes the provided tag or tags from the set.
neptune_set_api_token Sets NEPTUNE_API_TOKEN environment variables
neptune_stop Stop neptune run.
neptune_sync Synchronizes the run with with Neptune servers.
neptune_track_files Saves the artifact metadata.
neptune_upload Uploads provided file under specified field path
neptune_upload_files Uploads the provided file or files and stores them inside the FileSet.
neptune_wait Wait for all the tracking calls to finish.
[.neptune.new.metadata_containers.run.Run Field lookup
[<-.neptune.new.metadata_containers.run.Run Assigns the provided value to the field.