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Re: Artificial intelligence - Class TPerceptron

Test of scaling and descaling values: Scaling: ( value - minimum ) / ( Maximum - Minimum ) 0 --> ( 0 - 0 ) / ( 9 - 0 ) --> 0 1 --> ( 1 - 0 ) / ( 9 - 0 ) --> 0.111 2 --> ( 2 - 0 ) / ( 9 - 0 ) --> 0.222 3 --> ( 3 - 0 ) / ( 9 - 0 ) --> 0.333 4 --> ( 4 - 0 ) / ( 9 - 0 ) -->...
by Antonio Linares
Sun Jul 23, 2017 9:52 am
 
Forum: AI Introduction (Harbour code and samples)
Topic: Artificial intelligence - Class TPerceptron
Replies: 29
Views: 8166

Re: Artificial intelligence - Class TPerceptron

Scaled value: ( Input Value - Minimum ) / ( Maximum - Minimum )

Descaled value (Input Value): ( Scaled value * ( Maximum - Minimum ) ) + Minimum
by Antonio Linares
Sun Jul 23, 2017 9:11 am
 
Forum: AI Introduction (Harbour code and samples)
Topic: Artificial intelligence - Class TPerceptron
Replies: 29
Views: 8166

Re: Artificial intelligence - Class TPerceptron

https://github.com/alkresin/hrb4fann http://leenissen.dk/ https://github.com/libfann/fann FannTool: https://bitbucket.org/birolkuyumcu/fanntool/downloads/ documentation: https://sourceforge.net/projects/fann/files/fann_doc/1.0/fann_doc_complete_1.0...
by Antonio Linares
Fri Jul 21, 2017 3:55 am
 
Forum: AI Introduction (Harbour code and samples)
Topic: Artificial intelligence - Class TPerceptron
Replies: 29
Views: 8166

FWH 17.07 announcements

... * Daniel and me are working to complete the Class Neural Network for Harbour and xHarbour (Artificial intelligence). * Full documentation of FWSQL will be implemented in the wiki after XBrowse wiki is completed. * Then EasyReport will be included in ...
by Antonio Linares
Wed Jul 12, 2017 11:27 am
 
Forum: FiveWin for Harbour/xHarbour
Topic: FWH 17.07 announcements
Replies: 4
Views: 1441

Re: 1st FWH + [x]Harbour 2017 international conference

... Seminartag im High-Tech Kristall-Gebäude der Firma DURST, wo der international renommierte Entwickler Antonio Linares zum Thema “Artificial Intelligence” referieren wird: „Don't miss the boat and start learning it in Sillian. TensorFlow for Harbour developers. Are you ready for this revolution?“ ...
by Otto
Sat Jul 01, 2017 6:58 am
 
Forum: FiveWin for Harbour/xHarbour
Topic: 1st FWH + [x]Harbour 2017 international conference
Replies: 49
Views: 7214

Re: Artificial intelligence - Class TPerceptron

Teaching a perceptron to multiply a number by 2: #include "FiveWin.ch"function Main()   local oNeuron := TPerceptron():New( 1 )   local n, nValue   for n = 1 to 50      oNeuron:Learn( { nValue := nRandom( 10...
by Antonio Linares
Sat Jun 24, 2017 5:51 am
 
Forum: AI Introduction (Harbour code and samples)
Topic: Artificial intelligence - Class TPerceptron
Replies: 29
Views: 8166

Re: update the executable of my application via FTP

Yes, it is an .exe that I created. It has more intelligence than a bat file ....
by TimStone
Fri Jun 16, 2017 9:10 pm
 
Forum: FiveWin for Harbour/xHarbour
Topic: update the executable of my application via FTP
Replies: 12
Views: 2800

Re: 1st FWH + [x]Harbour 2017 international conference

Artificial Intelligence: Don't miss the boat and start learning it in Sillian :-)

viewtopic.php?p=202694&sid=6a6b80f2e864b01d0e51c3ce70dd472a#p202694

TensorFlow for Harbour developers. Are you ready for this revolution ?
by Antonio Linares
Mon Jun 12, 2017 12:53 pm
 
Forum: FiveWin for Harbour/xHarbour
Topic: 1st FWH + [x]Harbour 2017 international conference
Replies: 68
Views: 273799

Re: FAQ - 1st [x]Harbour INTERNATIONAL CONFERENCE

Artificial Intelligence: Don't miss the boat and start learning it in Sillian :-)

viewtopic.php?p=202694&sid=6a6b80f2e864b01d0e51c3ce70dd472a#p202694

TensorFlow for Harbour developers. Are you ready for this revolution ?
by Antonio Linares
Mon Jun 12, 2017 12:51 pm
 
Forum: FiveWin for Harbour/xHarbour
Topic: FAQ - 1st [x]Harbour INTERNATIONAL CONFERENCE
Replies: 28
Views: 5689

Re: TensorFlow DLL for Windows (64 bits)

... Using Artificial Intelligence many things will change. So don't miss the chance to start learning it in Sillian :-)
by Antonio Linares
Mon Jun 12, 2017 12:47 pm
 
Forum: TensorFlow.dll for Harbour and FWH
Topic: TensorFlow DLL for Windows (64 bits)
Replies: 28
Views: 14806

Re: TensorFlow DLL for Windows (64 bits)

Joao, TensorFlow is a Machine Learning (AI) software developed by Google which is becoming very popular An open-source software library for Machine Intelligence https://www.tensorflow.org/ Examples of use: https://cloud.google.com/blog/big-data/2016/08/how-a-japanese-cucumber-farmer-is-using-deep-learning-and-tensorflow ...
by Antonio Linares
Thu Jun 08, 2017 6:49 pm
 
Forum: TensorFlow.dll for Harbour and FWH
Topic: TensorFlow DLL for Windows (64 bits)
Replies: 28
Views: 14806

Re: Artificial intelligence - Class TPerceptron

Inspecting the neural network: #include "FiveWin.ch"function Main()   local oNet := TNet():New( { 1, 2, 1 } ), n   local x    while oNet:nRecentAverageError < 0.95      oNet:FeedForward( { x := nRand...
by Antonio Linares
Thu Jun 01, 2017 4:12 pm
 
Forum: AI Introduction (Harbour code and samples)
Topic: Artificial intelligence - Class TPerceptron
Replies: 29
Views: 8166

Re: Artificial intelligence - Class TPerceptron

David Miller C++ code ported to Harbour:

viewtopic.php?p=202115#p202115

Don't miss to try your first neural network :-)
by Antonio Linares
Fri May 26, 2017 8:05 pm
 
Forum: AI Introduction (Harbour code and samples)
Topic: Artificial intelligence - Class TPerceptron
Replies: 29
Views: 8166
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