Release notes

This is the 0.25 release of TensorFlow Probability. It is
tested and stable against TensorFlow version 2.18 and JAX 0.4.35.

NOTE: In TensorFlow 2.16+, tf.keras (and tf.initializers, tf.losses, and tf.optimizers) refers to Keras 3. TensorFlow Probability is not compatible with Keras 3 -- instead TFP is continuing to use Keras 2, which is now packaged as tf-keras and tf-keras-nightly and is imported as tf_keras. When using TensorFlow Probability with TensorFlow, you must explicitly install Keras 2 along with TensorFlow (or install tensorflow-probability[tf] or tfp-nightly[tf] to automatically install these dependencies.)

Change notes

• Add mean + variance to tfd.Categorical.

Huge thanks to all the contributors to this release!

• bjp
• Chris Jewell
• Christopher Suter
• colcarroll
• emilyaf
• feyu
• jburnim
• leben
• lukes
• mrry
• phawkins
• siege
• Srinivas Vasudevan
• swijaya
• thomaswc
• ursk
• vanderplas