项目作者: shambu09

项目描述 :
Implementation of basic Neural Network, backprop and learning algorithms in numpy.
高级语言: Python
项目地址: git://github.com/shambu09/deep-learning.git
创建时间: 2020-04-19T05:36:41Z
项目社区:https://github.com/shambu09/deep-learning

开源协议:MIT License

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Deep-Learning

Implementation of Deep Learning algorithms into a simple Python framework using only NumPy.

New algorithms will be implemented when I get a good grasp on those algorithms.

Implemented Algorithms:

  1. Deep L ANN:
  2. Forward Propagation using he, Xavier, random initialization; Normalization.
  3. Binary Cross entropy loss, Regularization.
  4. Backward Propagation.
  5. Gradient Descent.