资源列表
figure_recognition
- 基于python3的利用神经网络进行的手写数字识别程序。(A handwritten numeric recognition program based on python3 based on Neural Network.)
机器学习-作业源码,题目介绍
- 机器学习-作业源码,题目介绍(吴恩达),涵盖了常用函数的检索
机器人控制系统的设计与MATLAB仿真_刘金琨[2008]
- 这个一本专门讲机器人控制系统的书,有详细的程序代码(This book, which specializes in robot control systems, has detailed program code)
10-fold_Cross_Validation-master
- 实现kmeans 聚类,并且画图进行可视化展示(Implementation of kmeans clustering)
人工智能经典问题八数码三种算法
- 人工智能经典问题八数码三种算法(广度优先搜索,深度优先搜索,启发式搜索)带有图形界面的解决方案。-Classic problem in Artificial Intelligence eight digital three algorithms (breadth-first search, depth-first search, heuristic search) with a graphical interface solutions.
scikit-learn-docs
- 学习机器学习的利器,非常适合初学者,书写的十分详细(Learning machine learning tool)
Neural-Networks
- 神经网络原理 Simon Haykin 英文版 基本涵盖了神经网络的许多基础部分和重要方面。像Back Propagation, Radial-Basis Function,Self-Organizing Maps,以及single neuron中的Hebbian Learning, Competitive Learning和LMS Learning。 -Neural network theory Simon Haykin in English covering the neural net
MatlabCPPExcel
- use matlab excel and C++ to do financial working
weka-3-7-0jre
- 最近的weka数据处理软件版本,可以对数据进行初始化,聚类、回归等等操作,功能强大,操作方便-Recent weka data processing software version, you can initialize the data, clustering, regression, etc. operation, powerful, easy to operate
api-cluster
- 用java写的层次聚类,其中距离函数是complete(即最大值优先)(Cluster(agglomerative clustering, complete linkage method) to analyze API usage.)
buildingmachinelearningprojectswithtensorFlow
- 这本书包含了多个不同类型的工程,来说明TensorFlow在不同场景中的应用,这本书的工程包括了训练模型、机器学习、深度学习以及多种神经网络,每个工程都是一个精妙的、有意义的项目,会教我们如何使用TensorFlow并在使用中如何对数据分层。(This book contains a number of different types of engineering, to illustrate the application of TensorFlow in different scenario
ipython-notebooks-master
- 机器学习详细课程代码以及讲解, Andrew Ng 机器学习课程练习的实现(Andrew Ng's "Machine Learning")