Multivariate Interpolation Methods

Is there a tf implementation of interpolation (e.g. spline, tricubic) whose first order derivative is continuous? I am trying to interpolate a 3D dataset but so far have only found a trilinear interpolation in the tensorflow_graphics library, are there any others?