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AI::NNFlex::Reinforce 0.24

Date Added: October 16, 2010 | Visits: 954

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AI::NNFlex::Reinforce is a very simple experimental NN module. SYNOPSIS use AI::NNFlex::Reinforce; my $network = AI::NNFlex::Reinforce->new(config parameter=>value); $network->add_layer(nodes=>x,activationfunction=>function); $network->init(); use AI::NNFlex::Dataset; my $dataset = AI::NNFlex::Dataset->new([ [INPUTARRAY],[TARGETOUTPUT], [INPUTARRAY],[TARGETOUTPUT]]); my $sqrError = 10; for (1..100) { $dataset->learn($network); } $network->lesion({nodes=>PROBABILITY,connections=>PROBABILITY}); $network->dump_state(filename=>badgers.wts); $network->load_state(filename=>badgers.wts); my $outputsRef = $dataset->run($network); my $outputsRef = $network->output(layer=>2,round=>1); Reinforce is a very simple NN module. Its mainly included in this distribution to provide an example of how to subclass AI::NNFlex to write your own NN modules. The training method strengthens any connections that are active during the run pass..

Requirements: No special requirements

Platforms: Linux

Keyword: Ai, Ainnflexreinforce, Experimental, Libraries, Network-, Nn, Nnflex, Programming, Simple

Users rating: 0/10

License: Freeware

Size: 33.79 KB

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