NumPy Mapping

The list of Matft's functions and their counterparts in Numpy (and Scipy, OpenCV, librosa, PIL / transformers). Almost all functions have the same names and behaviors as Numpy's, and use the Accelerate framework inside.

Legend

Column	Meaning
Method ✓	The method version exists too, e.g. a.shallowcopy() as well as Matft.shallowcopy(a) where a is an MfArray.
Method only	Only the method version exists, e.g. a.toArray(), not Matft.toArray(a).
Complex ✓	Supports complex arrays.

For the exact signatures, see the API Reference in the navbar.

Categories

• Creation — arange, eye, concatenate, window functions, …
• Conversion and Search — astype, transpose, reshape, sort, unique, where, histogram, …
• Operation — arithmetic / comparison operators and ufunc reduction
• Math — sin, exp, round, isnan, complex functions, …
• Statistics — mean, std, median, nan*, cov, …
• Linear Algebra — solve, inv, eig, svd, lstsq, norms, …
• FFT and Audio — rfft, stft, mel spectrogram, …
• Interpolation — interp, polyfit, interp1d, …
• Image — OpenCV and PIL / transformers compatible functions
• File and Random — loadtxt, savetxt, random.rand, …