docs: align API stability guarantees with 1.0.0 release (#597) (#629)

* docs: align api stability documentation with 1.0.0 release

* style: fix formatting via GitHub Codespaces

Author: sshekhar-04

docs/docs/install.md

@@ -8,8 +8,10 @@ Kotlin, are frequently used in large and small enterprises all over the world,
 which makes TensorFlow Java a strategic choice for adopting machine learning at
 a large scale.
 
-Caution: The TensorFlow Java API is *not* covered by the TensorFlow
-[API stability guarantees](https://www.tensorflow.org/guide/versions).
+Note: Starting from version 1.0.0, the TensorFlow Java project follows the
+[TensorFlow API stability guarantees](https://www.tensorflow.org/guide/versions#api_stability).
+However, as these bindings are downstream of the TensorFlow C API, users should
+be aware that stability is subject to the evolution of the upstream TensorFlow core.
 
 ## Requirements
 

tensorflow-core/tensorflow-core-api/src/main/java/org/tensorflow/package-info.java

@@ -16,10 +16,12 @@
 /**
  * Defines classes to build, save, load and execute TensorFlow models.
  *
- * <p><b>WARNING</b>: The API is currently experimental and is not covered by TensorFlow <a
- * href="https://www.tensorflow.org/guide/version_compat">API stability guarantees</a>. See <a
- * href="https://github.com/tensorflow/tensorflow/blob/master/tensorflow/java/README.md">README.md</a>
- * for installation instructions.
+ * <p><b>API Stability</b>: Since version 1.0.0, the TensorFlow Java API is covered by TensorFlow <a
+ * href="https://www.tensorflow.org/guide/versions#api_stability">API stability guarantees</a>.
+ * Please note that as this library is a wrapper for the TensorFlow C API, its stability is subject
+ * to the stability of the underlying upstream TensorFlow project. See the <a
+ * href="https://github.com/tensorflow/java/blob/master/README.md">README.md</a> for installation
+ * instructions.
  *
  * <p>The <a
  * href="https://www.tensorflow.org/code/tensorflow/java/src/main/java/org/tensorflow/examples/LabelImage.java">LabelImage</a>