less invasive error handling
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@@ -1,7 +1,61 @@
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%matplotlib inline
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import numpy as np
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import seaborn as sns
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import matplotlib.pyplot as plt
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sns.set(style="white", context="talk")
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rs = np.random.RandomState(7)
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:- use_module( library(python) ).
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pos={0:(0,0),
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1:(1,0),
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2:(0,1),
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3:(1,1),
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4:(0.1,0.9),
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5:(0.3,1.1),
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6:(0.9,0.9)
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}
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:- := import(pandas)).
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names={4:'MMM',
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5:'XXX',
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6:'ZZZ'}
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pred2panda(Pred, Obj) :-
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def plot1(y10,y20):
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def gen(f,f0):
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return [f[0],f[1],-f[2]]/max(f,f0)
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ax1 = plt.subplot2grid((1,2), (0,0), colspan=2)
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ax2 = plt.subplot2grid((1,2), (0,1), colspan=2)
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ax3 = plt.subplot2grid((2,2), (2,0), colspan=2, rowspan=2)
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xs = ["+-","++","--"]
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y1 = gen(y10, y20)
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sns.barplot(xs, y1, palette="RdBu_r", ax=ax1)
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y2 = gen(y20,y10)
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sns.barplot(xs, y2, palette="Set3", ax=ax2)
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# Finalize the plot
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# sns.despine(bottom=True)
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G=nx.Graph()
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i=0
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G.pos={} # location
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G.pop={} # size
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lpos={0:(0,0),1:(0,0),2:(0,0),3:(0,0)}
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last=len(pos)-1
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for i in range(4,len(pos)):
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G.pos[i]=pos[i]
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G.pop[i]=2000
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(x,y) = pos[i]
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lpos[i] = (x,y-0.05)
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if i > 4:
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G.add_edge(i-1,i)
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else:
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G.add_edge(2,i)
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G.add_edge(3,last)
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nx.draw_networkx_nodes(G,pos,nodelist=range(4,len(pos)),ax=ax3)
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nx.draw_networkx_nodes(G,pos,nodelist=[0,1,2,3],node_color='b',ax=ax3)
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nx.draw_networkx_edges(G,pos,alpha=0.5,ax=ax3)
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nx.draw_networkx_labels(G,lpos,names,alpha=0.5,ax=ax3)
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plt.axis('off')
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plt.tight_layout(h_pad=3)
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plt.savefig("house_with_colors.png") # save as png
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plot1([20,30,10],[30,30,5])
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