资源列表
PatternRecognitionAndMachineLearning
- Pattern Recognition and Machine Learning，模式识别与机器学习，这是学习机器学习的一本好书
Pattern-Recognition
- 模式识别与机器学习，主要从算法与原理的角度来讲述-Pattern recognition and machine learning, mainly from the perspective of algorithm and theory about
PRML
- 模式识别和机器学习，人工智能经典书籍，对于机器学习、人工智能学习实用-Pattern recognition and machine learning, artificial intelligence classic books
Pattern.Recognition.and.Machine.Learning
- 著名的机器学习教程，很清晰，适合初学者，实模式识别领域必读的书籍-Well-known machine learning tutorial, very clear, suitable for beginners, must-read books on real field of pattern recognition
Ten_Lectures_On_Wavelets
- 本书包含10个讲座由Daubechies博士为在小波及其应用1990 cbms-nsf会议主讲人。小波是一种数学发展，许多专家认为它可能会彻底改变信息存储和检索的世界。它们是一种相当简单的数学工具，现在被应用于压缩数据，如指纹、气象卫星照片和医用X射线。以前人们认为这些数据在不丢失关键细节的情况下是不可能压缩的。(This monograph contains 10 lectures presented by Dr. Daubechies as the principal speaker at
keda
- 人工智能足球Robocup的学习文档，内含ppt还有学习笔记与心得-Robocup soccer learning artificial intelligence document, containing notes and tips for learning ppt there
Pattern Recognition and Machine Learning
- for machine learning
kedarobocup
- 科大蓝鹰队2000到2004年robocup代码，内含球队决策与个体之间配合的文档-HKUST Blue Eagle team from 2000 to 2004 robocup code, and includes the team co-ordination between decision-making and individual documents
机器学习numpy和pandas基础
- numpy和pandas案例实例，基础教学(Numpy and pandas case examples, basic teaching)
svm
- 关于svm的一本非常好的书籍，适合搞数据挖掘、模式识别、函数拟合的人群-A good book about svm
PatternRecognitionAndMachineLearning
- 这是一本非常好的书，思路清晰，重点突出，模式识别中的经典之作。此版本为英文原版。-This is a very good book, clear thinking and focused, the classic pattern recognition. This version is the original English.
sjwl
- 生物的进化是一个奇妙的优化过程，它通过选择淘汰，突然变异，基因遗传等规律产生适应环境变化的优良物种。遗传算法是根据生物进化思想而启发得出的一种全局优化算法。 -Biological evolution is a fantastic optimization process, which eliminated by choosing a sudden mutation, genetic adaptation to environmental change such laws have good