Merge pull request mala-project#513 from RandomDefaultUser/quickfix_acsd

Quickfixing the ACSD

Author: RandomDefaultUser

mala/__init__.py

@@ -40,9 +40,10 @@
     HyperparameterOAT,
     HyperparameterNASWOT,
     HyperparameterOptuna,
-    HyperparameterACSD,
+    HyperparameterDescriptorScoring,
     ACSDAnalyzer,
     Runner,
+    MutualInformationAnalyzer,
 )
 from .targets import LDOS, DOS, Density, fermi_function, AtomicForce, Target
 from .interfaces import MALA

mala/common/parameters.py

@@ -1101,6 +1101,7 @@ def __init__(self):
 
         # For accelerated hyperparameter optimization.
         self.acsd_points = 100
+        self.mutual_information_points = 20000
 
     @property
     def rdb_storage_heartbeat(self):

mala/network/__init__.py

@@ -11,6 +11,7 @@
 from .hyperparameter_oat import HyperparameterOAT
 from .hyperparameter_naswot import HyperparameterNASWOT
 from .hyperparameter_optuna import HyperparameterOptuna
-from .hyperparameter_acsd import HyperparameterACSD
+from .hyperparameter_descriptor_scoring import HyperparameterDescriptorScoring
 from .acsd_analyzer import ACSDAnalyzer
+from .mutual_information_analyzer import MutualInformationAnalyzer
 from .runner import Runner