Merge pull request #7 from mcreel/devel

minor fixes
mcreel · Jul 14, 2023 · 022a1b2 · 022a1b2 · mcreel · Jul 14, 2023
2 parents f97de5f + 84cc867
commit 022a1b2
Show file tree

Hide file tree

Showing 2 changed files with 5 additions and 5 deletions.
diff --git a/examples/README.md b/examples/README.md
@@ -9,12 +9,12 @@ The main purpose of these examples is to show how to use the methods with real d
 You will end up with something like the following:
 
 ## SV: stochastic volatility model
-![SVchain](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/example/SVchain.png)
-![SVresults](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/example/SVresults.png)
+![SVchain](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/examples/SVchain.png)
+![SVresults](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/examples/SVresults.png)
 
 ## MN: mixture of normals model
-![MNchain](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/example/MNchain.png)
-![MNresults](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/example/MNresults.png)
+![MNchain](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/examples/MNchain.png)
+![MNresults](https://github.com/mcreel/SimulatedNeuralMoments.jl/blob/main/examples/MNresults.png)
 
 
 
diff --git a/src/MakeNeuralMoments.jl b/src/MakeNeuralMoments.jl
@@ -70,7 +70,7 @@ function MakeNeuralMoments(model::SNMmodel;TrainTestSize=1, Epochs=1000)
         if i < 20
             opt = Momentum() # the optimizer
         else
-            opt = ADAMW() # the optimizer
+            opt = AdamW() # the optimizer
         end 
         Flux.train!(loss, Flux.params(NNmodel), batches, opt)
         current = loss(xout,yout)