搜索资源列表
mlss_slides
- Slides Machine learning Sumerschool 2009
Statistical-Learning-Theory
- 此文章是介绍支持向量机的经典书籍，对使用支持向量机的同行们很有帮助-This article is to introduce the support vector machine classic books on the use of support vector machines helpful colleagues
collaborative-filtering
- Collaborative Filtering CS294 Practical Machine Learning Aleksandr Simma (asimma@cs) Based on slides by Pat Flaherty
Introduction-to-Information-Retrieval
- Introduction to Information Retrieval is the first textbook with a coherent treatment of classical and web information retrieval, including web search and the related areas of text classification and text clustering. Written from a computer sci
State-machine-programming
- 状态机程序设计,学习协议的制订；掌握状态机程序设计方法；在232通信接口的基础上如何实现链路层功能，实现一个简化的SDLC协议。-State machine programming, learning agreement developed master state machine programming method in 232 communication interface, based on how link layer functions, to achieve a simplif
bayes
- 机器学习中关于贝叶斯公式和全概率公式的PPT讲解 很全面细致-Bayesian machine learning on the total probability formula and the formula is very comprehensive and detailed explanation of PPT
026201243X-LearningA
- Alpaydin E. Introduction to machine learning (MIT Press, 2010)
ch1
- machine learning articles
ch2
- machine learning pdf
ch3
- machine learning pdfs
liuxinggaishu
- :流形学习是一种新的非监督学习方法,近年来引起越来越多机器学习和认知科学工作者的重视. 为了加深 对流形学习的认识和理解,该文由流形学习的拓扑学概念入手,追溯它的发展过程. 在明确流形学习的不同表示方 法后,针对几种主要的流形算法,分析它们各自的优势和不足,然后分别引用Isomap 和LL E 的应用示例. 结果表明, 流形学习较之于传统的线性降维方法,能够有效地发现非线性高维数据的本质维数,利于进行维数约简和数据分 析. 最后对流形学习未来的研究方向做出展望,以期进一步拓展流形
seminarpapers
- semiars The World Wide Web, which has started as a document repository, is rapidly transforming to a full fledged virtual environment that facilitates services, interaction, and com- munication. Under this light, the Semantic Web and Web 2.
The-Boosting-Approach
- 机器学习的综述性材料，特别是从事boost的集成学习方法，对研究模式识别的人也有帮助-Overview of machine learning materials, especially in the boost the integration of learning methods, help the people of the pattern recognition
qwe
- pima1indian dataset uci machine learning
aSDAF
- pima1indian continueee dataset uci machine learning
QDASFAD
- pima1indian CINDAF dataset uci machine learning
asdasdsaadasdas
- pima1indian dataset uci machine learning enflish
CART
- 机械学习CART的方法的描述，在机械学习中起到了重要的作用。-It is about the CART of machine learning.It is the important of method
mssb
- 模式识别的核方法，很好的模式识别机器学习入门资料-Nuclear pattern recognition method, a good pattern recognition machine learning introductory information
Support-vector-machine-
- 利用谱聚类方法在特 征向量空间中对原始样本数据进行重新表述使得在新表述中同一聚类中的样本能够更好地积聚在一起构建聚类核函数 并进而构造聚类核半监督支持向量机 使样本更好地满足半监督学习必须遵循的聚类假设 -Restated in the new formulation in the same cluster sample be better able to accumulate together to build the clustering of nuclear function and