v0.5.7

SeldonIO · Mar 31, 2021 · a8efe1b · a8efe1b
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,8 +1,11 @@
 # Change Log
 
-## [v0.5.7](https://github.com/SeldonIO/alibi/tree/v0.5.7) (2021-03-26)
+## [v0.5.7](https://github.com/SeldonIO/alibi/tree/v0.5.7) (2021-03-31)
 [Full Changelog](https://github.com/SeldonIO/alibi/compare/v0.5.6...v0.5.7)
 
+### Changed
+- Support for `KernelShap` and `TreeShap` now requires installing the `shap` dependency explicitly after installing `alibi`. This can be achieved by running `pip install alibi && pip install alibi[shap]`. The reason for this is that the build process for the upstream `shap` package is not well configured resulting in broken installations as detailed in https://github.com/SeldonIO/alibi/pull/376 and https://github.com/slundberg/shap/pull/1802. We expect this to be a temporary change until changes are made upstream.
+
 ### Added
 - A `reset_predictor` method for black-box explainers. The intended use case for this is for deploying an already configured explainer to work with a remote predictor endpoint instead of the local predictor used in development.
 - `alibi.datasets.load_cats` function which loads a small sample of cat images shipped with the library to be used in examples.

diff --git a/README.md b/README.md
@@ -224,7 +224,7 @@ BibTeX entry:
   author = {Klaise, Janis and Van Looveren, Arnaud and Vacanti, Giovanni and Coca, Alexandru},
   url = {https://github.com/SeldonIO/alibi},
   version = {0.5.7},
-  date = {2021-03-26},
+  date = {2021-03-31},
   year = {2019}
 }
 ```