John Paulett

[python] Reapply the trained categorical columns when predicting

2

Fixes #5244. During prediction, force any columns that were categorical during training to dtype `category` again. Useful when hosted via kserve and the user is sending a HTTP JSON POST...

predict() requires DataFrame to have category dtype, but should be able to infer which fields are categorical

6

## Description A DataFrame containing several categorical columns is used for `train()`. If a DataFrame with the same column names (but none as type `category`) is used for `predict()`, a...

Support pandas categorical datatype

6

Looking for feedback to possibly create a PR. ## Problem: LightGBM expects inference requests to set columns to `category` if the model was trained with categorical column(s). As is, mlserver...

When using model-settings.json to define the inputs, it appears that the client inference request [doesn't need to define](https://mlserver.readthedocs.io/en/latest/user-guide/content-type.html#model-metadata) the content_type, but still needs to define the `datatype` and/or `shape`. It...

WebSocket fails via CSRFMiddleware

3

Ideally, I'd like to use the CSRFMiddleware on a websocket route. But at present, the CSRFMiddleware makes hits an assertion error whenever the websocket route is accessed: ## Error ```...

Getting warnings from Github Actions that `Unexpected input 'create_virtualenvs', valid inputs are ['version', 'preview']`.

### What is the current behavior? `usePermission` works on Chrome, but not Safari. Seems like root issue is in Safari not firing change event: https://forums.developer.apple.com/forums/thread/757353 I'm documenting this here in...

Can use `uv tool run dicom-mcp` or `uvx dicom-mcp`. The current `uv tool dicom-mcp` results in "error: unrecognized subcommand 'dicom-mcp'" https://docs.astral.sh/uv/guides/tools/#running-tools