readme updated

Author: gykovacs

README.rst

@@ -52,8 +52,10 @@ The consistency tests are numerical and **not** statistical: if inconsistencies
 Latest news
 ===========
 
-* the 0.1.1 version of the package is released
+* the 1.0.0 version of the package is released
 * the paper describing the numerical techniques is available as a preprint at: https://arxiv.org/abs/2310.12527
+* the full documentation is available at: https://mlscorecheck.readthedocs.io/en/latest/
+* 10 test bundles including retina image processing datasets, preterm delivery prediction from electrohysterograms and skin lesion classification has been added.
 
 Citation
 ========