Databricks Community

Resolved! How do you detect model drift using Databricks?

Resolved! How to get probability score for each prediction from mlflow

I trained my model and was able to get the batch prediction from that model as specified below. But I want to also get the probability scores for each prediction. Do you have any idea? Thank you!logged_model = path_to_model# Load model as a PyFuncMod...

Resolved! What is the best method for bringing an already trained model into MLflow?

I already have a trained and saved model that was created outside of MLflow. What is the best way to handle it if I want this model to be added to an MLflow experiment?

Resolved! Correct setup and format for calling REST API for image classification

I trained a basic image classification model on MNIST using Tensorflow, logging the experiment run with MLflow.Model: "my_sequential" _________________________________________________________________ Layer (type) Output Shape ...

Resolved! Transfer files saved in filestore to either the workspace or to a repo

I built a machine learning model:lr = LinearRegression() lr.fit(X_train, y_train)which I can save to the filestore by:filename = "/dbfs/FileStore/lr_model.pkl" with open(filename, 'wb') as f: pickle.dump(lr, f)Ideally, I wanted to save the model ...

Resolved! Trained model artifact, CI/CD and Databricks without MLFlow.

Hi all,We are constructing our CI/CD pipelines with the Repos feature following this guide:https://databricks.com/blog/2021/09/20/part-1-implementing-ci-cd-on-databricks-using-databricks-notebooks-and-azure-devops.htmlI'm trying to implement my pipes...

Resolved! register model - need python 3, but get only python 2

Hi all, I'm trying to register a model with python 3 support, but continue getting only python 2. I can see that runtime 6.0 and above get python 3 by default, but I don't see a way to set neither runtime version, nor python version during model regi...