jacobian

commit 94b8798490bea31d89279c310c69ff3ea24d9c18
parent 66bbf706bfc63e9c4ebe4ae16d66b1c3c967eb79
Author: David Freifeld <freifeld.david@gmail.com>
Date:   Sat,  4 Jul 2020 16:49:13 -0700

Added nicer list_net() to BPNN

Diffstat:
M
bpnn.cpp
 | 
7
++++---

1 file changed, 4 insertions(+), 3 deletions(-)
diff --git a/bpnn.cpp b/bpnn.cpp
@@ -142,10 +142,11 @@ void Network::feedforward()
 
 void Network::list_net()
 {
-  for (int i = 0; i < length-1; i++) {
-    std::cout << " LAYER " << i << "\n\n" << *layers[i].contents << "\n\n AND BIAS\n" << *layers[i].bias << "\n\n W/ WEIGHTS \n" << *layers[i].weights << "\n\n\n";
+  std::cout << "-----------------------\nINPUT LAYER (LAYER 0)\n-----------------------\n\n\u001b[31mGENERAL INFO:\x1B[0;37m\nActivation Function: " << layers[0].activation_str << "\n\n\u001b[31mACTIVATIONS:\x1B[0;37m\n" << *layers[0].contents << "\n\n\u001b[31mWEIGHTS:\x1B[0;37m\n" << *layers[0].weights << "\n\n\u001b[31mBIASES:\x1B[0;37m\n" << *layers[0].bias << "\n\n\n";
+  for (int i = 1; i < length-1; i++) {
+    std::cout << "-----------------------\nLAYER " << i << "\n-----------------------\n\n\u001b[31mGENERAL INFO:\x1B[0;37m\nActivation Function: " << layers[i].activation_str << "\n\n\u001b[31mACTIVATIONS:\x1B[0;37m\n" << *layers[i].contents << "\n\n\u001b[31mBIASES:\x1B[0;37m\n" << *layers[i].bias << "\n\n\u001b[31mWEIGHTS:\x1B[0;37m\n" << *layers[i].weights << "\n\n\n";
   }
-  std::cout << " LAYER " << length-1 << "\n\n" << *layers[length-1].contents << "\n\n AND BIAS\n" << *layers[length-1].bias <<  "\n\n\n";
+  std::cout << "-----------------------\nOUTPUT LAYER (LAYER " << length-1 << ")\n-----------------------\n\n\u001b[31mGENERAL INFO:\x1B[0;37m\nActivation Function: " << layers[length-1].activation_str <<"\n\n\u001b[31mACTIVATIONS:\x1B[0;37m\n" << *layers[length-1].contents << "\n\n\u001b[31mBIASES:\x1B[0;37m\n" << *layers[length-1].bias <<  "\n\n\n";
 }
 
 float Network::cost()