joaopauloschuler · kaleab11 · Nov 20, 2021 · Nov 20, 2021 · Nov 20, 2021 · Nov 20, 2021
diff --git a/docs/Blaise_99_100_UK_12P_Max_Kleiner_V_Nr_Lazarus.pdf b/docs/Blaise_99_100_UK_12P_Max_Kleiner_V_Nr_Lazarus.pdf
diff --git a/docs/SimpleMNist_mX4.pdf b/docs/SimpleMNist_mX4.pdf
diff --git a/docs/VisualLearn_XOR_Demo_maXbox.pdf b/docs/VisualLearn_XOR_Demo_maXbox.pdf
diff --git a/examples/1076_CAI_UVisualGAN2tester_MNIST2.pas b/examples/1076_CAI_UVisualGAN2tester_MNIST2.pas
diff --git a/examples/1076_CAI_UVisualGAN2tester_MNIST2test.pas b/examples/1076_CAI_UVisualGAN2tester_MNIST2test.pas
diff --git a/examples/1076_visuallearner_gradient_conlinear2_MNIST.png b/examples/1076_visuallearner_gradient_conlinear2_MNIST.png
diff --git a/examples/1076_visuallearner_gradient_conlinear_MNIST.png b/examples/1076_visuallearner_gradient_conlinear_MNIST.png
diff --git a/examples/maXbox4Scripts/1065__CAI_2_SiImageClassifier21_Tutor_89_test4.txt b/examples/maXbox4Scripts/1065__CAI_2_SiImageClassifier21_Tutor_89_test4.txt
diff --git a/examples/maXbox4Scripts/1071_Newadds_V47610_Modules3.pas b/examples/maXbox4Scripts/1071_Newadds_V47610_Modules3.pas
diff --git a/examples/maXbox4Scripts/1074__CAI_3_visualautoencoder2.txt b/examples/maXbox4Scripts/1074__CAI_3_visualautoencoder2.txt
diff --git a/examples/maXbox4Scripts/1076_CAI_UVisualGAN2.pas b/examples/maXbox4Scripts/1076_CAI_UVisualGAN2.pas
diff --git a/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester.pas b/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester.pas
diff --git a/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester_MNIST.pas b/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester_MNIST.pas
diff --git a/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester_MNIST2.pas b/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester_MNIST2.pas
diff --git a/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester_MNIST2test.pas b/examples/maXbox4Scripts/1076_CAI_UVisualGAN2tester_MNIST2test.pas
diff --git a/examples/maXbox4Scripts/1076_CAI_Ugradientascent.pas b/examples/maXbox4Scripts/1076_CAI_Ugradientascent.pas
diff --git a/examples/maXbox4Scripts/1076_CAI_Ugradientascent2.pas b/examples/maXbox4Scripts/1076_CAI_Ugradientascent2.pas
diff --git a/examples/maXbox4Scripts/1076_SimpleImageClassifierEKON25_5000.nn b/examples/maXbox4Scripts/1076_SimpleImageClassifierEKON25_5000.nn
diff --git a/examples/maXbox4Scripts/1076_ugradientascent.pas b/examples/maXbox4Scripts/1076_ugradientascent.pas
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient.png b/examples/maXbox4Scripts/1076_visuallearner_gradient.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_EKONMaster.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_EKONMaster.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_EKONMaster25.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_EKONMaster25.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_EKONMaster2conv.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_EKONMaster2conv.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_colorascent.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_colorascent.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_conlinear2_MNIST.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_conlinear2_MNIST.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_conlinear_MNIST.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_conlinear_MNIST.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_maxpool_MNIST.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_maxpool_MNIST.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_normalization.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_normalization.png
diff --git a/examples/maXbox4Scripts/1076_visuallearner_gradient_notlearn.png b/examples/maXbox4Scripts/1076_visuallearner_gradient_notlearn.png
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4.csv b/examples/maXbox4Scripts/SimpleMNist_mX4.csv
@@ -0,0 +1,31 @@
+epoch;training accuracy;training loss;training error;validation accuracy;validation loss;validation error;learning rate;time;test accuracy;test loss;test error
+1;0.9384;0.16;0.1599;0.976;0.0725;0.073;0.001;389;;;
+2;0.969;0.026;0.0452;0.9782;0.0662;0.0683;0.001;774;;;
+3;0.9757;0.041;0.054;0.9796;0.0613;0.063;0.001;1157;;;
+4;0.9786;0.0419;0.0564;0.9818;0.0551;0.0573;0.001;1562;;;
+5;0.9811;0.0627;0.0449;0.983;0.0493;0.0519;0.001;1971;;;
+6;0.9818;0.0686;0.0682;0.9848;0.0432;0.0461;0.001;2381;;;
+7;0.9843;0.0417;0.0444;0.9868;0.0397;0.0423;0.001;2790;;;
+8;0.985;0.0198;0.0312;0.987;0.0367;0.0388;0.001;3200;;;
+9;0.9847;0.0044;0.0085;0.987;0.0339;0.0357;0.001;3606;;;
+10;0.9863;0.0488;0.028;0.9878;0.0316;0.0327;0.001;4066;0.9962;0.0136;0.0118
+11;0.9871;0.0147;0.0222;0.9898;0.0303;0.0306;0.0009044;4473;;;
+12;0.9873;0.0243;0.0318;0.9904;0.0294;0.029;0.0009044;4880;;;
+13;0.9885;0.017;0.0249;0.9906;0.0286;0.0283;0.0009044;5354;;;
+14;0.9889;0.0254;0.0319;0.9908;0.0283;0.0274;0.0009044;5765;;;
+15;0.9877;0.0267;0.0249;0.9906;0.0275;0.0267;0.0009044;6174;;;
+16;0.9897;0.0346;0.0367;0.9906;0.0268;0.0259;0.0009044;6583;;;
+17;0.9898;0.0203;0.0354;0.9908;0.0257;0.0248;0.0009044;6992;;;
+18;0.9904;0.0089;0.0161;0.9912;0.0255;0.0245;0.0009044;7401;;;
+19;0.9916;0.0916;0.037;0.9912;0.0251;0.0238;0.0009044;7811;;;
+20;0.9917;0.0371;0.0257;0.9908;0.0255;0.0237;0.0009044;8274;0.9966;0.0117;0.0093
+;;;;;;;;;;;
+;;;;;;;;;;;
+;"Image mX4 FThreadNN[0].DebugWeights(); skipped...";;;;;;;;;;
+;Starting Testing.;;;;;;;;;;
+;Epochs: 20 Examples seen:1200000 Test Accuracy: 0.9966 Test Error: 0.0093 Test Loss: 0.0117 Total time: 137.90min;;;;;;;;;;
+;Epoch time: 5.9000 minutes. 20 epochs: 2.0000 hours.;;;;;;;;;;
+;Epochs: 20. Working time: 2.30 hours.;;;;;;;;;;
+;CAI maXbox Neural Fit Finished.;;;;;;;;;;
+;mnist classifier done...;;;;;;;;;;
+; mX4 executed: 19/11/2021 16:43:30  Runtime: 2:18:1.308  Memload: 46% use;;;;;;;;;;
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4.nn b/examples/maXbox4Scripts/SimpleMNist_mX4.nn
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4.ods b/examples/maXbox4Scripts/SimpleMNist_mX4.ods
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4.pdf b/examples/maXbox4Scripts/SimpleMNist_mX4.pdf
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4_2.pdf b/examples/maXbox4Scripts/SimpleMNist_mX4_2.pdf
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4_fakeNN.csv b/examples/maXbox4Scripts/SimpleMNist_mX4_fakeNN.csv
@@ -0,0 +1 @@
+epoch,training accuracy,training loss,training error,validation accuracy,validation loss,validation error,learning rate,time,tes
diff --git a/examples/maXbox4Scripts/SimpleMNist_mX4_fakeNN.nn b/examples/maXbox4Scripts/SimpleMNist_mX4_fakeNN.nn
diff --git a/examples/maXbox4Scripts/descript b/examples/maXbox4Scripts/descript
@@ -0,0 +1,16 @@
+Subject: CAI Framework
+
+Docu of main Neural Unit for maXbox:
+http://www.softwareschule.ch/examples/uPSI_NeuralNetworkCAI.txt
+http://www.softwareschule.ch/examples/uPSI_neuralnetworkcai.txt
+http://www.softwareschule.ch/examples/uPSI_neuralvolume.txt
+http://www.softwareschule.ch/examples/uPSI_neuraldatasets.txt
+http://www.softwareschule.ch/examples/uPSI_neuralfit.txt
+Source https://github.com/joaopauloschuler/neural-api
+https://github.com/joaopauloschuler/neural-api/blob/master/neural/neuralvolume.pas
+
+1441 unit uPSI_neuralgeneric.pas; CAI
+1442 unit uPSI_neuralthread.pas; CAI
+1443 unit uPSI_uSysTools; TuO
+1444 unit upsi_neuralsets; mX4
+1445 unit uPSI_uWinNT.pas mX4
diff --git a/examples/maXbox4Scripts/pydemo13_cheatsheet_Tutorial_90.htm b/examples/maXbox4Scripts/pydemo13_cheatsheet_Tutorial_90.htm
diff --git a/examples/maXbox4Scripts/pydemo13_cheatsheet_Tutorial_90.txt b/examples/maXbox4Scripts/pydemo13_cheatsheet_Tutorial_90.txt
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		@@ -0,0 +1 @@
		epoch,training accuracy,training loss,training error,validation accuracy,validation loss,validation error,learning rate,time,tes