搜索资源列表
fuzzylogicMATLAB
- 一个机器学习算法软件包，包括神经网络，模糊逻辑，支持向量机，采用MATLAB平台实现-A package of machine learning algorithms, including neural networks, fuzzy logic, support vector machine, using MATLAB platform
lda
- 非线性降维方法 可以应用于高维数据的机器学习-Nonlinear dimensionality reduction methods can be applied to high-dimensional data, machine learning
Learning_OpenCV
- 這是一本電子書，介紹openCV的功能，有了他就可以輕鬆的處理影像視訊，並具備許多統計及機器學習的function。可以輕鬆的做到人臉偵測的功能-This is an e-book, Introduction openCV function, with relaxed he can deal with video images, and have lot of statistics and machine learning function. Relaxed people can do face
ClusterPackV10
- 聚类分析工具箱 亚历山大博士写的，用于聚类分析，功能比较全-Cluster Analysis and Cluster Ensemble Software ClusterPack is a collection of Matlab functions for cluster analysis. It consists of the three modules ClusterVisual, ClusterBasics, and ClusterEnsemble as described in t
aa
- 遗传算法 遗传算法简称GA(Genetic Algorithm)，在本质上是一种不依赖具体问题的直接搜索方法。遗传算法在模式识别、神经网络、图像处理、机器学习、工业优化控制、自适应控制、生物科学、社会科学等方面都得到应用。在人工智能研究中，现在人们认为“遗传算法、自适应系统、细胞自动机、混沌理论与人工智能一样，都是对今后十年的计算技术有重大影响的关键技术”。-Referred to as genetic algorithm genetic algorithm GA (Genetic Algo
PSOpaper
- PSO 演算法對於機器學習相關的paper-PSO algorithms for machine learning-related paper
Learning_OpenCV
- 一本相当好OpenCV教程,包括图像处理、计算机视觉和机器学习等-There is a very good tutorial of OpenCV. It includes image processing, computer vision and machine learning.
Torch3win
- the example and toolbox for machine learning（under windows platform）including all the widely used method such as monte carlo method,reinforcement learning method and so on
ReinforcementLearning
- 这是机器学习里面的强化学习的重要资料，主要介绍了强化学习的基本理论及实验和分析-This is inside the machine learning reinforcement learning important information, which mainly describes the basic theory of reinforcement learning and experimental and analytical
Maching.learning.for.biological.data.mining
- 89页PPT（pdf格式）。作者Byoung-Tak Zhang。全面介绍了机器学习和数据挖掘技术在生物学中的应用-89 PPT (pdf format). By Byoung-Tak Zhang. A comprehensive introduction to machine learning and data mining technology in biology
Csharp-libsvm
- 关于libsvm的CSharp代码，利用c#实对支持向量机的学习-About libsvm of CSharp code to use c# real pairs of support vector machine learning
ML_Automata
- Learning Automata Algorithms A collection of machine learning programs which contains some of Learning Automata algorithms such as Tsetline, Krinisky, Krylov, LRI, LIP, LRR, LReP, SoftMax, SampleAverage and Random strategy. All of these develope
ARMiner
- 关于机器学习电子书，机器学习领域当中最经典的一版-E-books on machine learning, machine learning, the most classic version of
os-elm
- 主要是基于extreme learning machine的改进算法，结合了增量学习-It’s mainly based on the extreme learning machine improvement algorithm, unified the increase study
The_Elements_of_Statistical_Learning_2nd_3print.ra
- 《统计学习基础：数据挖掘、推理与预测》的全彩英文版，人工智能机器学习领域的必读书目，此版本为最新的第三次排版，很有价值-<The elements of statistical learning:Data mining,inference,and prediction>,color edition,the must-own book in the area of AI/Machine Learning,and it s the latest edition of publishmen
SVM_Short-term-Load-Forecasting
- 优秀论文及配套源码。首先阐述了负荷预测的应用研究现状，概括了负荷预测的特点及其影响因素，归纳了短期负荷预测的常用方法，并分析了各种方法的优劣；接着介绍了作为支持向量机（SVM）理论基础的统计学习理论和SVM的原理，推导了SVM回归模型；本文采用最小二乘支持向量机（LSSVM）模型，根据浙江台州某地区的历史负荷数据和气象数据，分析影响预测的各种因素，总结了负荷变化的规律性，对历史负荷数据中的“异常数据”进行修正，对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响，
incremental.tar
- Incremental and decremental support vector machine learning Matlab code
OPELM
- optimal extreme machine learning
machine-learning2010
- 卡内基梅隆大学的机器学习课件，内容全面，讲解精辟！-machine learning @ CMU
extreme-learning-machine-learning-method
- the ELM method is a learning technique, used to train a system