|
Markov Cluster II | Index << >> |
matrix ← ⎕csv 'PATH TO MATRIX/matrix.csv'
InflateCoef ← 2
M ← ⍎¨ matrix
id←{⍵ ⍵⍴1,⍵⍴0}
Nor←{+⌿⍵}
Nmat ← {( ( ⍴ ⍵) ⍴ (Nor ⍵)) }
NormColumn ← {( ⍴ ⍵ ) ⍴ ((×/⍴⍵) ⍴⍵)÷((×/⍴⍵) ⍴ Nmat ⍵ )}
Expand ← {⍵ +.× ⍵}
Inflate ← NormColumn { (⍴⍺) ⍴ ( (×/⍴⍺) ⍴ ⍺) * ⍵ }
M2 ← NormColumn (M + id (≢ M))
Markov ← { ( Expand (NormColumn ⍵) ) Inflate InflateCoef }
FP ← (Markov ⍣ ≡ ⊢ M2)
R ← ((+/FP) >0) ⌿ FP
ClustMap ← ⌽↑⍸R
|