v0.6.1

SeldonIO · Apr 26, 2021 · dc0a190 · dc0a190
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,5 +1,14 @@
 # Change Log
 
+## [v0.6.1](https://github.com/SeldonIO/alibi-detect/tree/v0.6.1) (2021-04-26)
+[Full Changelog](https://github.com/SeldonIO/alibi-detect/compare/v0.6.0...v0.6.1)
+
+### Added
+- Classification and regression model uncertainty drift detectors for both PyTorch and TensorFlow models: `from alibi_detect.cd import ClassifierUncertaintyDrift, RegressorUncertaintyDrift`.
+- Return p-values for `ClassifierDrift` detectors using either a KS test on the classifier's probabilities or logits. The model predictions can also be binarised and a binomial test can be applied.
+- Allow unseen categories in the test batches for the categorical and tabular drift detectors: `from alibi_detect.cd import ChiSquareDrift, TabularDrift`.
+
+
 ## [v0.6.0](https://github.com/SeldonIO/alibi-detect/tree/v0.6.0) (2021-04-12)
 [Full Changelog](https://github.com/SeldonIO/alibi-detect/compare/v0.5.1...v0.6.0)
 

diff --git a/README.md b/README.md
@@ -305,8 +305,8 @@ BibTeX entry:
   title = {{Alibi-Detect}: Algorithms for outlier and adversarial instance detection, concept drift and metrics.},
   author = {Van Looveren, Arnaud and Vacanti, Giovanni and Klaise, Janis and Coca, Alexandru},
   url = {https://github.com/SeldonIO/alibi-detect},
-  version = {0.6.0},
-  date = {2021-04-12},
+  version = {0.6.1},
+  date = {2021-04-26},
   year = {2019}
 }
 ```
diff --git a/alibi_detect/version.py b/alibi_detect/version.py
@@ -2,4 +2,4 @@
 # 1) we don't load dependencies by storing it in __init__.py
 # 2) we can import it in setup.py for the same reason
 # 3) we can import it into your module module
-__version__ = "0.6.1dev"
+__version__ = "0.6.1"