ray/python
Kai Fricke 40d3a62aa1
[air/wip] Add batch predictor class (#23808)
What: This class adds a generic BatchPredictor class that offers an interface to run batch inference on Ray datasets. It takes a Predictor class and checkpoint as an input, and provides a predict(dataset) method to run scalable scoring inference.

Why: Currently users have to implement scorers themselves. This is mostly boilerplate and prone to errors, so we should provide a simple solution instead.

Note that this predictor also implements the Predictor interface.
2022-04-13 08:58:08 +01:00
..
ray [air/wip] Add batch predictor class (#23808) 2022-04-13 08:58:08 +01:00
requirements [ci] Pin prometheus_client to fix current test outages (#23749) 2022-04-06 14:22:22 -07:00
asv.conf.json [docs] Move all /latest links to /master (#11897) 2020-11-10 10:53:28 -08:00
build-wheel-macos-arm64.sh Upgrade cython to 0.29.26 for py310 (#21244) 2021-12-26 20:26:08 -08:00
build-wheel-macos.sh Upgrade cython to 0.29.26 for py310 (#21244) 2021-12-26 20:26:08 -08:00
build-wheel-manylinux2014.sh Upgrade cython to 0.29.26 for py310 (#21244) 2021-12-26 20:26:08 -08:00
build-wheel-windows.sh [CI] Migrate Windows Wheels to Buildkite (#21388) 2022-01-05 12:49:19 -08:00
MANIFEST.in Includes .pyi files in package data. (#21247) 2021-12-27 11:50:02 -08:00
README-building-wheels.md [build] Build wheels with manylinux2014 (#11621) 2020-11-03 19:36:32 -08:00
requirements.txt [ci] Pin prometheus_client to fix current test outages (#23749) 2022-04-06 14:22:22 -07:00
requirements_linters.txt Remove yapf dependency (#23656) 2022-04-04 21:50:04 -07:00
requirements_ml_docker.txt [ci] Clean up ray-ml requirements (#23325) 2022-03-25 15:59:54 +00:00
setup.py [ci] Pin prometheus_client to fix current test outages (#23749) 2022-04-06 14:22:22 -07:00