def find_semantics(inputs, semantic): return [i for i in inputs if i.semantic == semantic] def filter_tiny(fs, epsilon=0.00001): return [f if abs(f) > epsilon else 0 for f in fs] def matrix_transpose(fs): return ( fs[0], fs[4], fs[8], fs[12], fs[1], fs[5], fs[9], fs[13], fs[2], fs[6], fs[10], fs[14], fs[3], fs[7], fs[11], fs[15], )