Python的深度学习模块:deeppy
jopen
10年前
Python下的深度学习模块,采用python风格接口,基于CUDArray提供对Nvidia GPU的支持。
Features
- Pythonic programming interface based on NumPy's ndarray.
- Runs on CPU or Nvidia GPUs when available (thanks to CUDArray).
- Feedforward networks
- Dropout layers.
- Convnets layers: Convolution, pooling, local response normalization.
- Siamese Networks
- Training module
- Stochastic gradient descent.
- Interchangeable learning rules: Momentum, RMSProp.
- Regularization: L2 weight decay. </ul> </li>
- Dataset module
- MNIST, CIFAR10 </ul> </li> </ul>