Python get_out_port Exemples

Exemple #1

Fichier : svc_vs_rfc.py Projet : tosanai/BriCA1

mod.add_component("feeder", feeder)
mod.add_component("svm", svm)
mod.add_component("RFC", RFC)
mod.add_component("SR", SR)

# Setup scheduler and agent
s = brica1.VirtualTimeSyncScheduler()
a = brica1.Agent(s)
a.add_submodule("mod", mod)

# Test the classifier
svm_result = []
RFC_result = []
svm_vs_RFC = []

for i in xrange(len(X)):
    feeder.set_state("out0", X[i])  # Set data feeder to training data i

    a.step()  # Execute prediction

    svm_result.append(svm.get_out_port("out0").buffer[0])
    RFC_result.append(RFC.get_out_port("out0").buffer[0])

    a.step()

    svm_vs_RFC.append(SR.get_out_port("out0").buffer[0])

for i in xrange(len(X)):

    print "SVM: {}\tRFC: {}\tRESULT: {}".format(svm_result[i], RFC_result[i],
                                                svm_vs_RFC[i])

Exemple #2

feeder = brica1.ConstantComponent()
feeder.make_out_port("out0", 2)

# Setup SVM component
svm = SVMComponent(2)
svm.fit(X, y)

# Connect the components
brica1.connect((feeder, "out0"), (svm, "in0"))

# Add components to module
mod = brica1.Module()
mod.add_component("feeder", feeder)
mod.add_component("svm", svm)

# Setup scheduler and agent
s = brica1.VirtualTimeSyncScheduler()
a = brica1.Agent(s)
a.add_submodule("mod", mod)

# Test the classifier
for i in xrange(len(X)):
    feeder.set_state("out0", X[i])  # Set data feeder to training data i

    a.step()  # Execute prediction

    print "Actual: {}\tPrediction: {}\t{}".format(
        y[i],
        svm.get_out_port("out0").buffer[0],
        y[i] == svm.get_out_port("out0").buffer[0])

Exemple #3

Fichier : brica_svm.py Projet : g329/BriCA1

y = iris.target

# Setup data feeder component
feeder = brica1.ConstantComponent()
feeder.make_out_port("out0", 2)

# Setup SVM component
svm = SVMComponent(2)
svm.fit(X, y)

# Connect the components
brica1.connect((feeder, "out0"), (svm, "in0"))

# Add components to module
mod = brica1.Module()
mod.add_component("feeder", feeder)
mod.add_component("svm", svm)

# Setup scheduler and agent
s = brica1.VirtualTimeSyncScheduler()
a = brica1.Agent(s)
a.add_submodule("mod", mod)

# Test the classifier
for i in xrange(len(X)):
    feeder.set_state("out0", X[i]) # Set data feeder to training data i

    a.step() # Execute prediction

    print "Actual: {}\tPrediction: {}\t{}".format(y[i], svm.get_out_port("out0").buffer[0], y[i] == svm.get_out_port("out0").buffer[0])

Exemple #4

Fichier : svc_vs_rfc.py Projet : g329/BriCA1

mod = brica1.Module()
mod.add_component("feeder", feeder)
mod.add_component("svm", svm)
mod.add_component("RFC",RFC)
mod.add_component("SR", SR)
 
# Setup scheduler and agent
s = brica1.VirtualTimeSyncScheduler()
a = brica1.Agent(s)
a.add_submodule("mod", mod)
 
# Test the classifier
svm_result=[]
RFC_result=[]
svm_vs_RFC=[]

for i in xrange(len(X)):
    feeder.set_state("out0", X[i]) # Set data feeder to training data i
 
    a.step() # Execute prediction
 
    svm_result.append(svm.get_out_port("out0").buffer[0])
    RFC_result.append(RFC.get_out_port("out0").buffer[0])
    
    a.step()
    
    svm_vs_RFC.append(SR.get_out_port("out0").buffer[0])

for i in xrange(len(X)):
 
    print "SVM: {}\tRFC: {}\tRESULT: {}".format(svm_result[i], RFC_result[i], svm_vs_RFC[i])