Category "mlflow"

Could not connect to MLFlow model hosted on Docker

I hosted a model inside a docker container. On running the DockerFile, It runs the following command: mlflow models serve -m model --port 8080 --no-conda It ser

How to safely shutdown mlflow ui?

After running mlflow ui on a remote server, I'm unable to reopen the mlflow ui again. A workaround is to kill all my processes in the server using pkill -u MyUs

mlflow static_prefix url in set_tracking_uri is not working

I am starting mlflow with below command mlflow server --static_prefix=/myprefix --backend-store-uri postgresql://psql_user_name:psql_password@localhost/mlflow_d

How does one invert an encoded prediction in Keras for model serving?

I have a Keras model in which i have successfully added a StringLookUp pre-processing step as part of the model definition. This is generally a good practice be

how to log hydra's multi-run in mlflow

I am trying to manage the results of machine learning with mlflow and hydra. So I tried to run it using the multi-run feature of hydra. I used the following cod

Can't log MLflow artifacts to S3 with docker-based tracking server

I'm trying to set up a simple MLflow tracking server with docker that uses a mysql backend store and S3 bucket for artifact storage. I'm using a simple docker-

Is there a way to get log the descriptive stats of a dataset using MLflow?

Is there a way to get log the descriptive stats of a dataset using MLflow? If any could you please share the details?

in mlflow under Python, get_latest_versions method fails with "405 Method Not Allowed", but get_model_version method works fine

For mlflow, when I use get_model_version(model_name, model_version) method it works fine, but get_latest_versions method fails as shown below. The same model t

How can I connect mlflow server via nginx ssl authentication?

System information OS Platform and Distribution: Windows 10 MLflow installed: using pip MLflow version: version 1.24.0 **Python version: Python 3.9.7 ** Describ

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