Compatible with a wide range of ML libraries, codes, and languages MLflow tracking to record and query experiments MLflow projects to package data science code in a reproducible format Model registry to store, annotate, discover, and manage models in a single location MLflow models to deploy model...
Azure ML 0.42 0.58 0.00 Floydhub 0.71 0.50 0.75 BEAT 0.71 0.50 0.75 Codalab 0.67 0.50 0.75 Kaggle 0.63 0.50 0.75 Table 5. Reproducibility metric scores for the 13 platforms. PlatformR1FR2FR3F OpenML 0.39 0.46 0.17 MLflow 0.33 0.29 0.58 Polyaxon 0.32 0.29 0.58 StudioML 0.31 0.29 0.58 Kubeflow...