资源列表
清洁机器人路径规划
- 清洁机器人路径规划matlab仿真程序，采用内螺旋算法，房间抽象为矩阵(Matlab simulation program for cleaning robot path planning, using internal spiral algorithm, room abstraction as matrix)
TensorFlow2深度学习.pdf
- Tensor Flow 2 的最新教程，基于tensor flow最新的版本。(Tensor Flow 2's latest tutorial)
主动半监督K_means聚类算法研究及应用_吕峰.caj
- 基于师生模型实现半监督学习，百万级数据级(Semi supervised learning based on teacher-student model, million data level)
[美]机器学习实战-中文版.pdf
- 机器学习实战中文版数据，机器学习是人工智能的一大方向，这本书从领开始，带领大家实践学习机器学习(Machine learning in Action)
神经网络基础
- 神经网络基础ppt,课件来源于吴恩达老师深度学习课程课件(Ppt of neural network foundation, the courseware comes from the courseware of in-depth learning of teacher Wu enda)
rbf500
- RBF神经网络建模，也可适用于多输入多输出(RBF neural network modeling can also be applied to multi input and multi output)
BPNN
- 采用BP神经网络设计男女生分类器。采用的特征包括身高、体重、是否喜欢数学、是否喜欢文学、是否喜欢运动共五个特征，BP神经网络包含一个隐层，隐层结点数为6。(BP neural network is used to design the classifier for boys and girls. The features used include height, weight, whether you like mathematics, whether you like literature,
cartographer--zhushi
- cartographer是一个系统，提供实时同步定位和测绘(SLAM)在二维和三维跨多个平台和传感器配置。(Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.)
垃圾短信分类
- 基于文本内容的垃圾短信识别,对数据进行了数据清洗,分词等,进行 了模型训练及评价(Based on the text content of spam short message recognition, data cleaning, segmentation, model training and evaluation are carried out)
人工神经网络
- 基于MATLAB的人工神经网络学习，内涵代码和案例数据(Artificial neural network learning based on MATLAB, connotation code and case data)
RBF
- 径向基函数神经网络，基本算例.........(radial basis function)
mnist_dataset_csv
- 已经转换过来的mnist数据集的csv格式(CSV format of the converted MNIST dataset)