资源列表
Matlab深度学习.pdf
- Matlab 深度学习手册,通过改手册，可以掌握如何使用matlab进行深度学习仿真。(The deep learning algorithm of Matlab.)
基于罚函数的粒子群算法
- MATLAB中解决约束问题的算法，罚函数的粒子群算法的精度高，速度快(The algorithm of solving constrained problems in MATLAB, the particle swarm algorithm with penalty function has high precision and fast speed)
deep learning中文版
- 深度学习，中文版，这本书比较详细的讲解了深度学习相关的知识(Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on learning data representations, as opposed to task-specific algorithms. Lear
多目标优化进化算法
- 按照外文经典文献的步骤和流程，在matlab环境下编写了多目标优化进化算法程序。在外文经典文献中，有该算法的子函数开源代码，程序运行速度快、精度高。文件由主程序和子函数构成，共7个.m文件。(According to the steps and process of foreign literature, a multi-objective optimization evolutionary algorithm program is written in Matlab environment.
TomekLink
- 可视化显示Tomeklink+python3.6(Tomeklink+python3.6+visiable)
DeepLearn重要
- 深度学习方面的资料，其中包括cnn、dbn、nn等算法(deeplearning important)
精通MATLAB神经网络代码
- 《精通MATLAB神经网络》的全部源码，强烈推荐初学者下载学习("Proficient in MATLAB neural network" source code)
溃疡病检测系统
- 本人的毕业论文，基于深度学习的柑橘溃疡病的检测技术，利用了深度学习的方法(My graduation thesis, based on the deep learning of citrus canker detection technology, using the depth of learning methods)
cnn
- 卷积神经网络（CNN），TensorFlow框架下运行，基于MNIST手写体数据集，可直接运行(Convolutional Neural Network (CNN), run under TensorFlow framework, can run directly based on MNIST handwritten dataset)
深度学习+中文版
- 目前来说最经典的深度学习的资料，这是最新翻译好的中文版(At present, the most classic deep learning materials, this is the latest translation of the Chinese version)
Artificial potential field method
- 应用改进的人工势场法进行机器人的路径规划，加入避障功能。(The improved artificial potential method is applied to the path planning of the robot, and the obstacle avoidance function is added.)
Unit_A
- 通过红外摄像头控制小车避障，到达指定的目的地，并在过程中扫描地形(control the car to avoid obstacle by using laser)