machinelearning_notebook/References_notes.md

## Notebooks:

machineLearning/10_digits_classification.ipynb

MachineLearningNotebooks/05.%20Logistic%20Regression.ipynb

MachineLearningNotebooks/08.%20Practical_NeuralNets.ipynb


## Exercise
http://sofasofa.io/competitions.php?type=practice
https://www.kaggle.com/competitions


Titanic
notebooks/data-science-ipython-notebooks/kaggle/titanic.ipynb


## Method

Programming Multiclass Logistic Regression
http://localhost:8889/notebooks/MachineLearningNotebooks/05.%20Logistic%20Regression.ipynb

Equation for MLP
http://localhost:8889/notebooks/MachineLearningNotebooks/07.%20MLP%20Neural%20Networks.ipynb

Optimization methods
http://localhost:8889/notebooks/MachineLearningNotebooks/06.%20Optimization.ipynb


https://github.com/wmpscc/DataMiningNotesAndPractice/blob/master/2.KMeans%E7%AE%97%E6%B3%95%E4%B8%8E%E4%BA%A4%E9%80%9A%E4%BA%8B%E6%95%85%E7%90%86%E8%B5%94%E5%AE%A1%E6%A0%B8%E9%A2%84%E6%B5%8B.md

evaluation metrics
http://localhost:8889/notebooks/machineLearning/10_digits_classification.ipynb


model selection and assessment
http://localhost:8889/notebooks/machineLearning/notebooks/01%20-%20Model%20Selection%20and%20Assessment.ipynb


NN
神经网络——梯度下降&反向传播 https://blog.csdn.net/skullfang/article/details/78634317
零基础入门深度学习(3) - 神经网络和反向传播算法 https://www.zybuluo.com/hanbingtao/note/476663
如何直观地解释 backpropagation 算法？ https://www.zhihu.com/question/27239198
一文弄懂神经网络中的反向传播法——BackPropagation https://www.cnblogs.com/charlotte77/p/5629865.html

https://medium.com/@UdacityINDIA/how-to-build-your-first-neural-network-with-python-6819c7f65dbf
https://enlight.nyc/projects/neural-network/
https://www.python-course.eu/neural_networks_with_python_numpy.php