资源列表
机器学习
- 包含三本机器学习非常实用的教程：机器学习，机器学习实战，统计学习方法(A very practical course for machine learning)
SVM
- 神经网络算法的矩阵处理，输出错误率，绘制roc曲线(The training of random forest)
EMD_sawtooth00
- 属于经验模态分解法中的部分程序，用来进行机械故障分析当中的应用。(Empirical mode decom po sitio n)
TGC
- 基于matlab的tgc超声信号功能,适用于超声信号剪切波测量(ultrasound signal tgc function based on matlab)
wooflix.tar
- https://gustavonarea.net/blog/posts/korens-svd-python-implementation/(Koren's SVD++ Python Implementation)
a_pool
- a pool layer needed for deep neural networks
text-classification-cnn-rnn-master
- 使用TensorFlow实现中文新闻类别分类(Using TensorFlow to classify Chinese news categories)
igcd
- A code to compute the extended Euclide algorithm
Python核心编程 第3版 中文版.pdf
- python经典书籍，非常不错的入门教程(Python classic books, very good introductory tutorials)
物流运输规划
- 数学建模，物流运输规划任务的神经网络模型代码。(The neural network model code of mathematical modeling and logistics transportation planning task.)
ARIMA
- arima算法实现思路，主要用来进行时间序列预测(The realization of ARIMA algorithm is mainly used for time series prediction)
pso
- 粒子群优化算法，可以用于各种方面的优化，通过改进后效果更好(Particle swarm optimization algorithm can be used in various aspects of optimization, better through the improved)