removed debugging code

Author: foundrium

soundwave/algorithms/least_mean_squares.py

@@ -62,33 +62,6 @@ def rls(inputSignal, targetSignal, mu, n):
     return y, e
 
 def crls(inputSignal, targetSignal, mu, n):
-    w = np.zeros(n)
-    x = inputSignal
-    N = len(x)
-    d = targetSignal
-    x = np.array(x)
-    d = np.array(d)
-    y = np.zeros(N)
-    e = np.zeros(N)
-    eps = 0.1
-    R = 1/eps * np.identity(n)
-    for k in range(N):
-        y[k] = np.dot(w, x[k])
-        e[k] = d[k] - y[k]
-        blah = np.dot(R, x[k])
-        blah2 = np.dot(blah, x[k].T)
-        blah3 = np.dot(blah2, R)
-        R1 = np.dot(np.dot(np.dot(R,x[k]),x[k].T),R)
-
-
-        blah4 = np.dot(x[k],R)
-        blah5 = np.dot(np.dot(x[k],R),x[k].T)
-        R2 = mu + np.dot(np.dot(x[k],R),x[k].T)
-
-        R = 1/mu * (R - R1/R2)
-        dw = np.dot(R, x[k].T) * e[k]
-        w += dw
-
     length = inputSignal.shape[0]
     libname = pathlib.Path().absolute() / "libclms.so"
     c_float_p = ctypes.POINTER(ctypes.c_float)