# <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/>')