Merge pull request #39 from CliMA/orad/profiling

Accelerations learnt from profiling
CliMA · Apr 12, 2023 · db7920c · db7920c
2 parents dda5447 + a1e0c5f
commit db7920c
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diff --git a/examples/Learn_hyperparameters/nd_to_md_regression_direct_withcov.jl b/examples/Learn_hyperparameters/nd_to_md_regression_direct_withcov.jl
diff --git a/src/Features.jl b/src/Features.jl
@@ -20,7 +20,7 @@ $(TYPEDSIGNATURES)
 
 samples the random feature distribution 
 """
-function sample(rf::RandomFeature)
+function sample(rf::RF) where {RF <: RandomFeature}
     sampler = get_feature_sampler(rf)
     m = get_n_features(rf)
     return sample(sampler, m)
@@ -32,35 +32,35 @@ $(TYPEDSIGNATURES)
 
 gets the `n_features` field 
 """
-get_n_features(rf::RandomFeature) = rf.n_features
+get_n_features(rf::RF) where {RF <: RandomFeature} = rf.n_features
 
 """
 $(TYPEDSIGNATURES)
 
 gets the `scalar_function` field 
 """
-get_scalar_function(rf::RandomFeature) = rf.scalar_function
+get_scalar_function(rf::RF) where {RF <: RandomFeature} = rf.scalar_function
 
 """
 $(TYPEDSIGNATURES)
 
 gets the `feature_sampler` field 
 """
-get_feature_sampler(rf::RandomFeature) = rf.feature_sampler
+get_feature_sampler(rf::RF) where {RF <: RandomFeature} = rf.feature_sampler
 
 """
 $(TYPEDSIGNATURES)
 
 gets the `feature_sample` field 
 """
-get_feature_sample(rf::RandomFeature) = rf.feature_sample
+get_feature_sample(rf::RF) where {RF <: RandomFeature} = rf.feature_sample
 
 """
 $(TYPEDSIGNATURES)
 
 gets the `feature_parameters` field 
 """
-get_feature_parameters(rf::RandomFeature) = rf.feature_parameters
+get_feature_parameters(rf::RF) where {RF <: RandomFeature} = rf.feature_parameters