Scikit-neural_network Has Trouble With Input Data

I'm trying to train some neural network using sknn. I have preprocessed my data through a pandas dataframe. The preprocessing works fine when I use the fit(x_train,y_train) on stan

Solution 1:

As of February 2016, Sknn does not support pandas. In order to fix the issues stated in the question, the best approach is to convert the dataframe into a numpy array. Using the .as_martix() function in pandas is the easiest way to do so.