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algorithm_of_machine learning

by mostly hand code to practice understanding & develope the optimize skill application and algorithm's core idea

Also practice using software design concept to build package

1.logist_reg_gradient_by_hand.py:logistic regression use gradient descent to optimize and also show the decision boundary

*can get top 29% in kaggle titanic data set tutorial by only using this hand code class to predict

2.back_propagation_ann.py: artificial neural network implement backpropagate algorithm

*first layer is tanh , second layer is softmax

3.ada_grad.py:adagrad optimization function

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hand code for application and software design practice

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