TensorFlow Probability Compatibility Issue: Upgrade TensorFlow to Version >= 2.12

The error message indicates that your current version of TensorFlow (2.3.1) is not compatible with the version of TensorFlow Probability you are trying to import. \n\nTo resolve this issue, you need to upgrade your TensorFlow installation to a version that is compatible with TensorFlow Probability version >= 2.12.\n\nYou can upgrade TensorFlow using the following command:\n\n\npip install --upgrade tensorflow\n\n\nAfter upgrading TensorFlow, you should be able to import TensorFlow Probability without encountering the ImportError.