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CHANGELOG/CHANGELOG-1.19.md
- Generic ephemeral volumes, a new alpha feature under the `GenericEphemeralVolume` feature gate, provide a more flexible alternative to `EmptyDir` volumes: as with `EmptyDir`, volumes are created and deleted for each pod automatically by Kubernetes. But because the normal provisioning process is used (`PersistentVolumeClaim`), storage can be provided by third-party storage vendors and all of the usual volume features work. Volumes don't need to be empt; for example, restoring...
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RELEASE.md
* `CategoryCrossing`: create new categorical features representing co-occurrences of previous categorical feature values * `Hashing`: the hashing trick, for large-vocabulary categorical features * `Discretization`: turn continuous numerical features into categorical features by binning their values * Improved **image preprocessing** layers: `CenterCrop`, `Rescaling`
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