深度神经网络:scikit-neuralnetwork

n342 4年前
scikit-neuralnetwork是对pylearn2的神经网络封装,兼容scikit-learn。它支持以下的神经网络特性:
  • Activation Types —
    • Nonlinear:Sigmoid,Tanh,Rectifier,Maxout.
    • Linear:Linear,Gaussian,Softmax.
  • Layer Types — Convolution(greyscale and color, 2D),Dense(standard, 1D).

  • Learning Rules — sgd,momentum,nesterov,adadelta,rmsprop.

  • Dataset Types — numpy.ndarray, coming soonscipy.sparse.

docs/plot_activation.png

项目主页:http://www.open-open.com/lib/view/home/1430289196584