资源列表
kNN
- KNN实现python实现代码，结合数字数据集，实现数字的分类任务。(KNN implements the python implementation code and combines the digital data set to realize the classification task of the digital.)
Machine Learning for Absolute Beginners.pdf
- Machine Learning for Absolute Beginners by Oliver Theobald
robotic toolbox user
- 学习在matlab下robot toolbox的使用(Learning robot toolbox under the use of matlab)
spams-matlab-v2.6-2017-02-27.tar
- 稀疏表示算法库，可解决多种稀疏求解问题,如OMP、SOMP等常见算法(sparse represetation code)
Matlab入门
- MATLAB入门知识，适合初学者使用，具有学习和借鉴意义(introductory knowledge for MATLAB)
机器学习西瓜书聚类程序
- 根据周志华机器学习203页的图9.2编写的matlab程序。xgP203.m是主程序。中间有一些是为了验证算法，输出了一些运算结果。
filter
- filter calculate_iou 计算图像的标签框的iou和存储为Json文件(Filter calculate_iou calculates the IOU of the label box of the image and stores it as a Json file)
LSestimation
- Matlab code for least square estimation
DSP
- DTFT example for matlab
current_controller
- matlab code for current_controller
finger
- 指纹识别系统，包括源代码及图片。非原创。(The fingerprint identification system, including the source code and the picture. Not original)
exa_fml_ortho_damage_umat
- User subroutine UMAT for modeling the damage initiation and evolution in the fiber-reinforced epoxy layers.