pythonarrayspandasnumpyeigenvalue

Python Numpy TypeError: ufunc 'isfinite' not supported for the input types

Here's my code:

def topK(dataMat,sensitivity):
    meanVals = np.mean(dataMat, axis=0)
    meanRemoved = dataMat - meanVals
    covMat = np.cov(meanRemoved, rowvar=0)
    eigVals,eigVects = np.linalg.eig(np.mat(covMat))

I get the error in the title on the last line above. I suspect it has something to do with the datatype, so, here's an image of the variable and datatype from the Variable Explorer in Spyder:

variable dtype

I've tried changing np.linalg.eig(np.mat(covMat)) to np.linalg.eig(np.array(np.mat(covMat))) and to np.linalg.eig(np.array(covMat)), nothing works. Any ideas?

Solution

  • Your array has a dtype of object, but this should be some floating point dtype. Use e.g.

    covMat = np.array(covMat, dtype=float)

    to convert the dtype