Rename lstnet to semantic TimeSeriesNetwork

Author: stefanradev93

bayesflow/networks/__init__.py

@@ -5,7 +5,7 @@
 from .inference_network import InferenceNetwork
 from .point_inference_network import PointInferenceNetwork
 from .mlp import MLP
-from .lstnet import LSTNet
+from .lstnet import TimeSeriesNetwork
 from .summary_network import SummaryNetwork
 from .transformers import SetTransformer, TimeSeriesTransformer, FusionTransformer
 

bayesflow/networks/lstnet/__init__.py

@@ -1 +1 @@
-from .lstnet import LSTNet
+from .time_series_network import TimeSeriesNetwork

bayesflow/networks/lstnet/lstnet.py renamed to bayesflow/networks/lstnet/time_series_network.py

@@ -8,7 +8,7 @@
 
 
 @serializable(package="bayesflow.networks")
-class LSTNet(SummaryNetwork):
+class TimeSeriesNetwork(SummaryNetwork):
     """
     Implements a LSTNet Architecture as described in [1]