Ready for v.0.1.3

Author: RobertTLange

CHANGELOG.md

@@ -11,6 +11,11 @@
     - [ ] Wavelet Based Encoding (van Steenkiste, 2016)
     - [ ] CNN Hypernetwork (Ha - start with simple MLP)
 
+### [v0.1.3] - [03/2023]
+
+- Finally solved checkpoint loading LES problem (needed `MANIFEST.in`)
+- Fixed PGPE bug with regards to scaled noise.
+
 ### [v0.1.2] - [03/2023]
 
 - Fix LES checkpoint loading from package data via `pkgutil`.

evosax/_version.py

@@ -1 +1 @@
-__version__ = "0.1.2"
+__version__ = "0.1.3"

evosax/strategies/pgpe.py

@@ -162,7 +162,7 @@ def tell_strategy(
         # adjust sigma according to the adaptive sigma calculation
         # for stability, don't let sigma move more than 20% of orig value
         sigma = jnp.clip(
-            state.sigma - params.sigma_lrate * delta_sigma,
+            state.sigma + params.sigma_lrate * delta_sigma,
             min_allowed,
             max_allowed,
         )