资源列表
helios-base
- 日本helios改良过的底层代码，版本为3.11以上-Japan helios improved over the underlying code, version 3.11 or more
K-means-IRIS
- 用平均值取代表点的方法和K近邻法对Iris花进行分类-With the average of the representative point method and K-nearest neighbor to classify Iris flower
SVM
- 使用最小距离法对0-9个数字进行判别，包括特征提取等，用支持向量机-Use minimum distance of 0-9 numbers to discriminate, including feature extraction, support vector machine
roulette
- 轮盘赌选择又称比例选择算子。个体被选中的概率与其适应度函数值成正比。遗传算法选择算子。-Roulette is also called the proportional selection operator.The probability of the individual is selected is proportional to its fitness function value.The genetic algorithm selection operator.
notes-machine-learning
- PRML学习笔记，包括机器学习的基础理论只是，提供曲线拟合的Python 代码-notes for prml
body-control
- 主要是实现贪吃蛇的蛇身逐步运动，采用结构数组和结构指针，再用easyx图形库进行绘图。-to achieve the progressive movement, using an array of structures and structure pointer, then using easyx graphics library for drawing.
handwriting_python
- 本程序使用python，用于进行手写字符的识别。-This project aims at solving the problem of handwriting digits recognition.
Matlab-Petri
- 基于matlab的双足机器人编译程序及仿真实现的设计-matlab bipedal robot compiler and Simulation Based Design
PG_DEEP-master
- A fast learning algorithm for deep belief nets 文章代码-2006 A fast learning algorithm for deep belief nets
Sparse-Autoencoder
- 稀疏编码算法是一种无监督学习方法，它用来寻找一组“超完备”基向量来更高效地表示样本数据-2006 A fast learning algorithm for deep belief nets
Autoencoder-Code
- 稀疏编码的概念来自于神经生物学。生物学家提出，哺乳类动物在长期的进化中，生成了能够快速，准确，低代价地表示自然图像的视觉神经方面的能力。我们直观地可以想象，我们的眼睛每看到的一副画面都是上亿像素的，而每一副图像我们都只用很少的代价重建与存储。我们把它叫做稀疏编码，即Sparse Coding.本文提供稀疏编码的一个实例-Sparse Coding.
hybrid-of-GA-and-PSO
- 混合粒子群算法训练BP神经网络（实验数据包含在内）-A hybrid algorithm is based on particle swarm optimization and it is used in training back propagation neural network (source code)