MLflow Tracking

GPTKB entity

Statements (40)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:developedBy gptkb:Databricks
gptkbp:documentation https://mlflow.org/docs/latest/tracking.html
gptkbp:feature gptkb:REST_API
gptkb:UI
integration with cloud storage
integration with SQL databases
Python API
integration with AWS S3
integration with Azure Blob Storage
integration with Google Cloud Storage
database backend support
integration with Databricks
log metrics
compare runs
experiment organization
local file storage
log artifacts
log parameters
log source code
record experiment runs
remote server support
search runs
tagging runs
user authentication (optional)
visualize results
gptkbp:firstReleased 2018
https://www.w3.org/2000/01/rdf-schema#label MLflow Tracking
gptkbp:license gptkb:Apache_License_2.0
gptkbp:openSource true
gptkbp:partOf gptkb:MLflow
gptkbp:purpose experiment tracking
machine learning lifecycle management
gptkbp:repository https://github.com/mlflow/mlflow
gptkbp:usedBy gptkb:researchers
data scientists
machine learning engineers
gptkbp:usedFor machine learning experiments
gptkbp:bfsParent gptkb:MLflow
gptkbp:bfsLayer 6