AESTheProgrammer / MyDeepLearningFramework

This my deep learning framework written in python using numpy.

MyDeepLearningFramework

This my deep learning framework written in python using numpy.
List of implemented features:

1. Automatic Differentiation
2. CNN
   2.1. Max Pool
   2.2. Average Pool
   2.3. Convolution
3. MLP
4. Initialization Techniques
   4.1. He
   4.2. Xavier
   4.3. Random Normal
5. Optimization Techniques
   5.1. Adam
   5.2. Momentum
   5.3. RMSProp
   5.4. SGD
6. Activation Functions
   6.1. ReLU
   6.2. Softmax
   6.3. Sigmoid
   6.4. Step
   6.5. Tanh
   6.6. Leaky ReLU