def compute_gmm(finestra, root, status, percorsoD, percorsoS, percorsoG,
percorsoDN, clusters, iniz, cov):
status.configure(text="Processing")
status.update()
if clusters == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
if iniz == "":
messagebox.showwarning("WARNING",
"Specify number of re-initialization")
status.configure(text="Ready")
return
if cov == "":
messagebox.showwarning("WARNING", "Select a type of variance")
status.configure(text="Ready")
return
if cov == "D":
cov = 'diag'
if cov == "F":
cov = 'full'
if cov == "T":
cov = 'tied'
if cov == "S":
cov = 'spherical'
gm.gmm(clusters, cov, iniz, percorsoD, percorsoS, percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The GMM process has ended successfully")
root.destroy()
XM.build_up()
def compute_tsne(finestra, root, status, percorsoD, percorsoS, samples):
status.configure(text="Processing")
status.update()
if samples == "":
messagebox.showwarning("WARNING", "Specify number of samples")
status.configure(text="Ready")
return
sc.tsne(percorsoD, percorsoS, samples)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The t-SNE process has ended successfully")
root.destroy()
XM.build_up()
def compute_kmeans(finestra, root, status, percorsoD, percorsoS, percorsoG,
percorsoDN, clusters):
status.configure(text="Processing")
status.update()
if clusters == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
km.kmeans(clusters, percorsoD, percorsoS, percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The KMEANS process has ended successfully")
root.destroy()
XM.build_up()
def compute_ticc(finestra, root, status, percorsoD, percorsoS, percorsoG,
percorsoDN, clusters, window, p_lambda, beta):
status.configure(text="Processing")
status.update()
if clusters == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
ticc.genera_cluster(clusters, window, p_lambda, beta, percorsoD, percorsoS,
percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The TICC process has ended successfully")
root.destroy()
XM.build_up()
def comp_Default(finestra, root, status, entry, percorsoD, percorsoS,
percorsoG, percorsoDN):
status.configure(text="Processing")
status.update()
print(percorsoS)
if entry == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
sc.genera_cluster(entry, 0, 0, 0, percorsoD, percorsoS, percorsoG,
percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish",
"The clustering process has ended successfully")
root.destroy()
XM.build_up()
def comp_Custom(finestra, root, status, entry1, entry2, entry3, percorsoD,
percorsoS, percorsoG, percorsoDN):
status.configure(text="Processing")
status.update()
if entry1 == "":
messagebox.showwarning("WARNING", "Specify SDMax")
status.configure(text="Ready")
return
if entry2 == "":
messagebox.showwarning("WARNING", "Specify N")
status.configure(text="Ready")
return
if entry3 == "":
messagebox.showwarning("WARNING", "Specify NbIter")
status.configure(text="Ready")
return
sc.genera_cluster("-", entry1, entry2, entry3, percorsoD, percorsoS,
percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish",
"The clustering process has ended successfully")
root.destroy()
XM.build_up()
