Problems While Using Scikitlearn's Neural Network Implementation

I am trying to implement image processing using Neural Network implementation given by Scikit Learn. I have close to 10,000 color images in 'JPG' format, I converted those images i

Solution 1:

Change learning rate to a small value might fix this issue. (i.e rbm.learning_rate)

At least this fixed the problem I had before.