H2O MLOps overview
H2O MLOps is an open, interoperable platform for model deployment, management, governance, monitoring, and alerting that features integration with H2O Driverless AI, H2O-3 open source, and third-party models.
H2O MLOps supports batch scoring through the H2O MLOps Scoring Client. For more information, see the H2O MLOps Scoring Client overview.
For information on H2O Admin Analytics, see the official documentation.
H2O Driverless AI compatibility
To determine whether a specific version of H2O Driverless AI is compatible with MLOps, refer to the following table:
MLOps version | Driverless AI version |
---|---|
0.40.0 - 0.41.1 | 1.9.0.3 - 1.9.0.6 |
0.41.2 - 0.52.0 | 1.9.3 - 1.9.3.1 |
0.52.1 - 0.54.0 | 1.9.3 - 1.10.1.3 |
0.54.1 - 0.55.0 | 1.9.3 - 1.10.2 |
0.56.0 | 1.9.3 - 1.10.2 |
0.56.1 | 1.9.3 - 1.10.3 |
0.57.0 - 0.57.2 | 1.9.3 - 1.10.3.1 |
0.57.3 | 1.9.3 - 1.10.3.1, 1.10.4 |
0.58.x | 1.9.3 - 1.10.4 |
0.59.0 | 1.9.3 - 1.10.4.2 |
0.60.1 | 1.9.3 - 1.10.4.3 |
0.61.1 | 1.9.3 - 1.10.5 |
0.62.0 | 1.9.3 - 1.10.5 |
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