# <codecell>
#Preparing signal and background data for classifier
data_sig2 = data_use2[labels2 == 1]
data_bck2 = data_use2[labels2 == 0]
#save signal and background data for classifier
data_sig2.to_csv('/home/mikhail91/Documents/LBox/Cern_Time_Series/Classification/data_sig2_rolling_mean_original_classifier_10_13.csv')
data_bck2.to_csv('/home/mikhail91/Documents/LBox/Cern_Time_Series/Classification/data_bck2_rolling_mean_original_classifier_10_13.csv')
# <codecell>
import ipykee
#ipykee.create_project("B._Classification", internal_path="B._Classification", repository="[email protected]:hushchyn-mikhail/CERN_Time_Series.git")
session = ipykee.Session(project_name="B._Classification")
# <codecell>
session.add(report2.roc(), "report2.roc()")
session.add(report2.prediction_sig['GBC'], "report2.prediction_sig['GBC']")
session.add(report2.prediction_bck['GBC'], "report2.prediction_bck['GBC']")
session.add(report2.prediction_pdf(bins = 20, normed = True, plot_type='bar'), "report2.prediction_pdf()")
a=1
session.add(a, "test")
# <codecell>
# -*- coding: utf-8 -*-
# <codecell>
print "543"
# <codecell>
%%javascript
IPython.load_extensions('ipykee')
# <codecell>
import ipykee
ipykee.create_project_if_not_exist("Test", repository="[email protected]:Mikari/ipykee-test.git", internal_path="ipykee")
session = ipykee.Session(notebook="test", project_name="Test", docker_image="anaderi/rep-develop:latest")
# -*- coding: utf-8 -*-
# <codecell>
import ipykee
ipykee.create_project(
"Articles",
repository="[email protected]:hushchyn-mikhail/CERN_Time_Series.git")
session = ipykee.Session(project_name="Articles")
# <codecell>
session.commit("First commit")
# -*- coding: utf-8 -*-
# <nbformat>3.0</nbformat>
# <codecell>
import ipykee
#ipykee.create_project("C._NewFeatures", internal_path="C._NewFeatures", repository="[email protected]:hushchyn-mikhail/CERN_Time_Series.git")
session = ipykee.Session(project_name="C._NewFeatures")
# <codecell>
session.commit("Upload by ipykee. Second commit.")
# <codecell>
#Total released memory
memory = memory1+memory23+memory3
print "memory is ", memory
print "total memory is ", total
print "memory can be released is ", can_released
print "Ratio is ", float(memory)/float(total)*100
# <codecell>
import ipykee
ipykee.create_project("A._TimeSeriesAnalysis", internal_path="A._TimeSeriesAnalysis", repository="[email protected]:hushchyn-mikhail/CERN_Time_Series.git")
session = ipykee.Session(project_name="A._TimeSeriesAnalysis")
# <codecell>
session.commit("First commit")
# <codecell>
session.add(report, "report")
session.add(report2, "report2")
session.add(report_train, "report_train")
session.add(report_train2, "report_train2")
# <codecell>
session.commit("Reports added")
# -*- coding: utf-8 -*-
# <codecell>
variable = 136123
string_variable = "foo bar"
dict_variable = {"foo": 123, "bar": 146}
# <codecell>
import ipykee
ipykee.create_project("tutorial_remote",
internal_path="ipykee-storage",
repository="[email protected]:anaderi/ipykee_test.git")
session = ipykee.Session(project_name="tutorial_remote")
# <codecell>
session.add(value=variable, key="variable")
session.add(value=string_variable, key="string")
session.add(value=dict_variable, key="dict")
session.show_added()
# <codecell>
session.commit("Our first commit!")
# <codecell>
session.show_added()
vars_c21['report.roc()'].plot()
vars_c311['report.roc()'].plot()
vars_c312['report.roc()'].plot()
legend(['C1.1(B3.2.2)', 'C2.1.1', 'C3.1.1', 'C3.1.2'], loc='best')
subplot(122)
vars_c11['report2.roc()'].plot()
vars_c21['report2.roc()'].plot()
vars_c311['report2.roc()'].plot()
vars_c312['report2.roc()'].plot()
legend(['C1.1(B3.2.2)', 'C2.1.1', 'C3.1.1', 'C3.1.2'], loc='best')
# <codecell>
import ipykee
ipykee.create_project("Overview", repository="[email protected]:hushchyn-mikhail/CERN_Time_Series.git")
session = ipykee.Session(project_name="Overview")
# <codecell>
import ipykee
#ipykee.create_project("Overview", repository="[email protected]:hushchyn-mikhail/CERN_Time_Series.git")
session = ipykee.Session(project_name="Overview")
# <codecell>
session.commit("First commit")
# <codecell>
HTML('<img src="https://github.com/hushchyn-mikhail/CERN_Time_Series/blob/master/images/TimeLine.png" width=400 height=200/>')
