资源列表
PCA
- SVM(Support Vector Machine)指的是支持向量机,是常见的一种判别方法。在机器学习领域,是一个有监督的学习模型,通常用来进行模式识别、分类以及回归分析。(SVM (Support Vector Machine) refers to support vector machines, which is a common discriminant method. In the field of machine learning, it is a supervised learni
深度学习书
- 此书详细的介绍了各种人工智能的方法, 书中基本涵盖所有人工智能的方法,并且包含许多较新的方法。(This book introducing the different methods of deep learning, this book contains all of deep learning method, including some new algorithms.)
keras-master (1)
- Keras 示例代码,包括CNN,LSTM,CNN-LSTM等,非常全面。(Keras sample code, including CNN, LSTM, CNN-LSTM, and so on, is very comprehensive.)
elm
- 极限学习机ELM代码,matlab编写的,可以直接调用。(ELM code, matlab written,)
06 机器学习
- 机器学习是研究如何使用机器来模拟人类学习活动的一门学科,本文档描述了机器学习的概念和相关应用(Machine learning is a subject that studies how to use machines to simulate human learning activities. This document describes the concept and application of machine learning.)
P3
- udacity term1 project 3(udacity term 1 project 3)
07 神经网络与深度学习
- 人工神经网络(Artificial Neural Networks,ANN)系统是 20 世纪 40 年代后出现的。它是由众多的神经元可调的连接权值连接而成,具有大规模并行处理、分布式信 息存储、良好的自组织自学习能力等特点。BP(Back Propagation)算法又称为误差 反向传播算法,是人工神经网络中的一种监督式的学习算法。BP 神经网络算法在理 论上可以逼近任意函数,基本的结构由非线性变化单元组成,具有很强的非线性映射能力。(The Artificial Neural Network
08 进化算法
- 该资料讲述的进化算法的相关概念,发展历史,以及相关编程示例。(The related concepts, history, and related programming examples of the evolutionary algorithms are described.)
Test Image processing
- this program is written for point detection and the algorithme of harris fast SUSAN are used
recommender
- 利用scala实现的推荐系统,其中用到了hive、kafka、scala等(A recommendation system implemented using Scala, which uses hive, Kafka, Scala and so on)
power_hvdc_zxw
- High Voltage Direct Current 仿真模型(High Voltage Direct Current Simulation)
a01
- 利用ML算法对训练集进行学习,利用多维高斯进行判断后对输入图片进行前景后景判断(The training set for learning to use ML algorithm to judge on the input image foreground & background)