MLFlowClient
MLFlowClient.MLFlowClient
— ModuleMLFlowClient
MLFlowClient is a Julia package for working with MLFlow using the REST API v2.0.
MLFlowClient
allows you to create and manage MLFlow
experiments, runs, and log metrics and artifacts. If you are not familiar with MLFlow
and its concepts, please refer to MLFlow documentation.
Limitations
- no authentication support.
- when storing artifacts, the assumption is that MLFlow and this library run on the same server. Artifacts are stored using plain filesystem operations. Therefore,
/mlruns
or the specifiedartifact_location
must be accessible to both the MLFlow server (read), and this library (write).
Installation
To install MLFlowClient, start a julia
session and run the following:
julia> import Pkg
julia> Pkg.add("MLFlowClient")
or simply:
]add MLFlowClient