搜索资源列表
PCA_LDA.rar
- 《机器学习》课上的作业，PCA和LDA降维，尽管网上很多，但很少注释，另外细节上也没注意。这里有很详细的注释。另外还附上一个Naive贝叶斯分类器，大家可以作比较。附带的图像包是OLR人脸。ReducedDim为想要提取的特征数，不是百分比！," Machine learning" classes on the homework, PCA and LDA dimensionality reduction, even though a lot of online, but f
ReinforcementLearning
- 强化学习的原代码还可以的 -The original source of reinforcement learning reinforcement learning can also be in the original code
ExplanationLearning
- 几篇优秀的人工智能自学习策略的论文，挺不错的。研究人工智能的可以看看。-Several excellent self-learning artificial intelligence strategy papers, very good. Research in artificial intelligence can look at.
ReinforcementLearning
- 强化学习算法的MATLAB仿真实例，希望能够对大家有帮助.-Q-learning algorithm of MATLAB simulation examples，wish it can help you.
Bayesian-machine-learn-data-mining
- 贝叶斯（Bayesion）机器学习相互信息。用于求取熵、联合熵等。改进后可用于随机反演-Bayesian (Bayesion) machine learning of mutual information. Used to obtain entropy, joint entropy and so on. Improved can be used for stochastic inversion
SGA
- 基本遗传算法的C语言源程序。（遗传算法的应用范围极其广泛，它可应用于函数优化、组合优化、生产调度问题、自动控制、机器人学、图像处理、人工生命、遗传编程以及机器学习等领域。）-Basic genetic algorithm C language source code. (Genetic algorithm extremely broad range of applications, it can be applied to function optimization, combinatorial
《神经网络与深度学习》讲义-邱锡鹏
- 《神经网络与深度学习》讲义-邱锡鹏 一个人在不接触对方的情况下，通过一种特殊的方式，和对方进行 一系列的问答。如果在相当长时间内，他无法根据这些问题判断对方是 人还是计算机，那么就可以认为这个计算机是智能的。(Lectures on neural networks and deep learning - Qiu Xipeng A person who has no contact with each other has a series of questions and answers wi
机器学习入门资料
- 机器学习资料，可用于机器学习入门，大神讲解(Machine learning data, can be used for machine learning portal, great God explained)
深度学习初学者
- 适用于深度学习初学者，通过此文件可以对深度学习有一个大概的了解(For deep learning beginners, this document can have a general understanding of the depth of learning.)
深度学习
- 这本书的主题——深度学习是通向人工智能的途径之一。具体来说，它 是机器学习的一种，一种能够使计算机系统从经验和数据中得到提高的技术。我们 坚信机器学习可以构建出在复杂实际环境下运行的AI 系统，并且是唯一切实可行的 方法。深度学习是一种特定类型的机器学习，具有强大的能力和灵活性，它将大千 世界表示为嵌套的层次概念体系（由较简单概念间的联系定义复杂概念、从一般抽 象概括到高级抽象表示）(The subject of this book, deep learning, is one of
斯坦福大学-深度学习基础教程
- 斯坦福大学的深度学习，基础教程。ps:要求先学完吴恩达的机器学习基础再来看，不然看不懂(Depth study of Stanford University, basic course. Ps: needs to learn the basis of Wu Enda's machine learning first, or you can't understand it.)
深度学习 21天实战Caffe 547458
- 深度学习资料,深度学习实战21天的PDF版本(Some datasheet about the deep learning and this can be very efficient.)
周志华-机器学习_
- 入门级别的机器,内容较多，篇幅较长，请耐心学习，高清的可以自kindle中看(The introduction level machine, the content is more, the length is longer, please be patient to study, the high definition can see from the Kindle.)
神经网络与机器学习（原书第3版）
- 神经网络机器学习书籍，可以很好的掌握各种神经网络算法(Neural network machine learning books.Can well master various neural network algorithms.)
MATLAB智能算法超级学习手册程序
- 配合matlab智能算法书籍使用，基本例程(can be used with the book named matlab)
超限学习机理论讲解及编程实现
- 该方法随机给定神经元权值中的输入权值和阈值，然后通过正则化原则计算输出权值，神经网络依然能逼近任意连续系统。(The method gives the input weights and thresholds of neuron weights randomly, and then calculates the output weights by regularization principle. The neural network can still approximate any cont
统计学习方法-电子书及代码实现-李航
- 统计学习书籍和代码，非常非常好的资料，你可以下载的学习。(Machine learning actual supporting code, very very good information, you can download the learning.)
《深度学习入门：基于Python的理论与实现》
- 本书主要介绍深度学习的核心算法，以及在计算机视觉，语音识别、自然语言处理中的相关应用，适合深度学习从业人士或者相关研究生作为参考资料，也可以作为入门教程来大致了解深度学习的相关前沿技术(This book mainly introduces the core algorithms of deep learning, as well as relevant applications in computer vision, speech recognition and natural languag
机器学习实战书+源代码
- 机器学习横跨计算机科学、工程科学和统计学等多个学科，需要多学科的专业知识。在需要解释并操作数据的领域都或多或少可以运用到机器学习，通过这本书可以系统地学习基于python语言的机器学习的相关知识(Machine Learning in Action written by Peter Harringto. Machine learning covers many subjects, such as computer science, engineering science and statisti
深度学习mtcnn
- 用市面上的摄像头，可以实现实时人脸识别功能。(The algorithm model of facenet face recognition is obtained through deep learning, and the backbone network of feature extraction is concept-resnetv1, which is developed from concept network and RESNET, with more channels and n