资源列表
PPT
- 深度学习，神经网络算法入门，含PPT，matlab教程-Depth learning, neural network algorithm entry containing PPT, matlab tutorials, and more
Artificial-Neural-Networks
- 深度学习，人工神经网络的模型，逐层学习算法，可以构建多层的-deep learning, artificial neural network model, learning algorithm, can construct a multi-layer
pos_mlp
- Multi Layer Perceptron for binary classification using Python. Also showing hoe to do K-Folding in python.
PCA-and-whitening
- 基于PCA和白化的数据预处理操作，PCA具有两个功能：维数约减和数据可视化；白化的目的是去掉数据之间的相关性。深度学习的一个主要工作就是数据的预处理-Based on PCA and data pre-whitening operation, PCA has two functions: dimensionality reduction and data visualization whitening purpose is to remove the correlation between t
Machine-Learning-in-Python
- 《Python机器学习及实践：从零开始通往Kaggle竞赛之路》源码，提供了一些流行的机器学习框架与程序库的应用实例，包括tensorflow框架，注重实战。-Python machine learning and practice: zero to the road leading to the Kaggle contest source code, provides some popular machine learning framework and application examp
KPCA
- 基于MATLAB的PCA和KPCA的实现，有图，有返回的参数，绝对可以运行！-Based on the PCA and KPCA MATLAB to achieve, there are plans to return to the parameters, the absolute can run!
GMM
- gmm_em算法，可用于手写数字识别，供初学者参考。-Gmm_em algorithm and can be used for handwritten numeral recognition, for beginners reference.
1002
- 十五数码问题：使用启发式搜索算法——A*算法求解十五数码问题-Fifteen digital problems: the use of heuristic search algorithm- A* algorithm to solve fifteen digital problems
PSOBP
- 传统粒子群算法优化BP神经网络和改进的粒子群算法优化BP神经网络源代码-traditional particle swarm optimization BP neural network 2 Improved particle swarm optimization BP neural network source code
BP
- 《MATLAB神经网络原理与实例精解》中chap13的例子 基于BP网络的个人信贷信用评估-" MATLAB network principles and examples of fine nerve Solutions" in the example chap13- Based on BP Network personal credit credit assessment
data
- 随机森林算法的构造过程：1、通过给定的原始数据，选出其中部分数据进行决策树的构造，数据选取是”有放回“的过程，我在这里用的是CART分类回归树。 2、随机森林构造完成之后，给定一组测试数据，使得每个分类器对其结果分类进行评估，最后取评估结果的众数最为最终结果-Random Forest algorithm construction process: 1, by a given raw data, which part of the decision tree data structu
leaf
- 模拟植物生长算法的分形树源程序，根据迭代次数的不同获得一株完整的植物生长图-The plant growth simulation algorithm of the fractal tree source code, modified according to the different number of iterations to obtain a complete plant growth chart