资源列表
toolbox
- 用于移动机器人SLAM的仿真工具箱（CAS Robot Navigation Toolbox）。由Kai Arras编写。可迅速构建移动机器人仿真平台。
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
zlib-1.2.5-Deflate
- This is Zlib compression library using deflate method to compress and decompress data
mage
- 一维大地电磁正反应研究 pdf文档资料，原理性的-One-dimensional Magnetotelluric Responses of pdf documentation
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
ThinkInCAdd
- 全书分为6大部分，共32章，分别对C++语言的历史和特点、类和继承、STL与泛型编程、库的设计等几大技术话题进行了细微的讨论；并通过精心挑选的实例，向读者传达优秀的设计理念和方法。-The book is divided into six parts, 32 chapters, each of the C++ language, history and characteristics, classes and inheritance, STL and generic programming, d
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
optimize
- 利用最速下降法，分别采用回溯直线搜索与一种精确直线搜索求解含等式约束的最优化问题-By using the steepest descent method, the backtracking rectilinear search and a precise linear search are used to solve the optimization problem with equality constraints
op
- 利用Newton法，分别采用回溯直线搜索与一种精确直线搜索求解含等式约束的最优化问题-Using the Newton method, we use the backtracking rectilinear search and a precise linear search to solve the optimization problem with equality constraints
EM-algorithm
- EM算法，在统计计算中，最大期望（EM）算法是在概率（probabilistic）模型中寻找参数最大似然估计或者最大后验估计的算法，其中概率模型依赖于无法观测的隐藏变量（Latent Variable）。-EM algorithm
tect
- 时空一体化框架下时空异常探测.Integration of spatial and temporal framework of space-time anomaly detection-Integration of spatial and temporal framework of space-time anomaly detection.
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