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LSSVMstudy
- 对学习最小二乘法的初学者有很大的帮助的一篇文章最小二乘支持向量机算法及应用研究-Least square method of learning is very useful to beginners in an article- least squares support vector machine algorithm and applied research
Support-Vector-Machine-Tutorial
- Support Vector Machine (and Statistical Learning Theory) Tutorial by Jason Weston
Video-coding-Technique-using-Swarm-Intelligence.r
- 2010 Second International Conference on Machine Learning and Computing
859398
- Support vector regression has been proposed in a number of image processing tasks including blind image deconvolution, image denoising and single frame super-resolution. As for other machine learning methods, the training is slow. In this paper,
Optimizing-Spatial-Filters-for-Robust-EEG-Single-
- ue to the volume conduction multichannel electroencephalogram (EEG) recordings give a rather blurred image of brain activity. Therefore spatial filters are extremely useful in single-trial analysis in order to improve the signal-to-noise ratio.
ns2-miraalgo.tcl.tar
- Margin Infused Relaxed Algorithm is a machine learning algorithm, an online algorithm for multiclass classification problems. It is designed to learn a set of parameters
classificiation-algorithm-overview
- 机器学习领域经典分类算法综述，包括Decision Tree（ＩＤ３、C4.5(C5.0)、CART、PUBLIC、SLIQ和SPRINT算法），三种典型贝叶斯分类器（朴素贝叶斯算法、TAN算法、贝叶斯网络分类器），k-近邻 、 基于数据库技术的分类算法（ MIND算法、GAC-RDB算法），基于关联规则（CBA:Classification Based on Association Rule）的分类（Apriori算法），支持向量机分类，基于软计算的分类方法（粗糙集（rough set）、遗传
SVM-tutorial
- 最常见机器学习算法SVM的发展研究，从逻辑斯特研究到支持向量机-The most common SVM machine learning algorithm development research to logistic support vector machine
[7]-Data-Mining---Practical-Machine-Learning-Tool
- data mining using matlab
PracticalMachineLearning
- PracticalMachineLearning.pdf book guides practical machine learning.
MachineLearning1
- 在这篇文章中，机器学习与NLP专家、MonkeyLearn联合创始人&CEO Raúl Garreta面向初学者大体概括使用机器学习过程中的重要概念，应用程序和挑战，旨在让读者能够继续探寻机器学习知识。-In this article, machine learning and NLP expert, MonkeyLearn co-founder & CEO Ral Garreta for beginners generally summarized using machine lear
LDA
- Recent Advances in Bayesian Machine Learning
Intro-to-Machine_learning.pptx.tar
- This files gives you a very clear introduction to machine learning. This is made by myself.
Face-Recognition-survey
- Face recognition has been one of the most interesting and important research fields in the past two decades. The reasons come the need of automatic recognitions and surveillance systems, the interest in human visual system on face recognition, and th
AL-MULTICLASS
- Documentation for active learning and Semi supervised Learning two important machine learning algorithm
ELM-Chinese-Brief
- 深度学习，超限学习机的中文简介，通过此文可以大概知道超限学习机的工作原理-Deep learning, learning machine overrun Chinese Introduction by this article can probably know works overrun learning machine
c4.5-code
- This file contains matlab code for c4.5 decision tree code, which is used to study id3 algorithm based machine learning code
Archive
- machine learning methods
DeepLearningBook.pdf
- 深度学习书籍,作者是GAN 网络的创始人，值得一看。将深度学习，神经网络和机器学习讲解的很清楚，不仅仅如此，把深度学习的理论知识讲解的饿很透彻。-Deep learning books, the author is the founder of the GAN network, worth a visit. The depth of learning, neural networks and machine learning to explain very clearly, not only t