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

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

## Documentation for package ‘neptune’ version 0.2.3

- DESCRIPTION file
- Package README

## Help Pages

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.