Niels Bantilan issues

Results 179 issues of


Niels Bantilan

Flytekit integration: Dataset.from_snowflake_task(SnowflakeTask)

The method for this should be more generic, e.g. `Dataset.from_sql_task`

GCP Cloud Function event-based streaming serving support

GCP Cloud Function serving support

Model.explainer and Model.inspector decorators for explainable AI applications

Jupyter notebook support: deploy UnionML apps directly from a notebook

Support model checkpoints from previous training runs

As a ML engineer, I want to be able to continue training a model from a previous `model.remote_train` run (with equivalent semantics for a local `model.train` call) so that I...

FastAPI serving endpoint supports file upload features (e.g. images, etc.)

Either/or: - support for file upload - support for str type in `features` input, where the string can be an arbitrary base64-encoded file

Support unionml app that only does prediction

See use case described in this document: https://docs.google.com/document/d/1kh7blibPxpHdgXpSgVenQdwkcXGRMlHChjNBo7KZusY/edit Basically this issue is to support users who want to use UnionML purely for serving. They might use other frameworks (e.g. MLFlow)...

Support for incremental training on a schedule, i.e. take the last output model and start new training run

As an ML engineer I want to schedule a training job to run on some cadence and support starting from the last invocation of the training workflow.