New answers tagged data-science-model
1
vote
Any Interface/Library that can take the Python ML code and run on spark cluster without learning PySpark?
There's a library called joblib-spark that you can use to leverage a Spark cluster. It lets you take the Scikit-learn code you've written and train it in a distributed, parallel way across a Spark ...
1
vote
Should I apply the same data transformations in production for my classification model's inference steps
Should I use the same scaler() I used in training during my inference?
Yes, the data that is coming into your model in production should go through the same transformations as the data you used to ...
- 273
1
vote
Why the order of the fearures affects synapse LightGBM predictions?
the order of the features ... affect the predictions of the model
LightGBM's model representation refers to features by their positional index. When passing in data to generate predictions, that data ...
- 121
Top 50 recent answers are included