资源列表
sparse_coding_exercise
- 吴恩达UFLDL教程中关于稀疏编码的练习,很好很强大!-Andrew Ng UFLDL tutorial on sparse coding practice, very very powerful!
nuerlnetwork.pdf
- 神经网络的一本经典著作,由著名的哈姆编写,现已绝版了-good book for nurel net work
Deep Learning with Python Keras
- 学深度学习的很棒的书 python keras 值得细读一波(Deep Learning with Python Keras)
Deep Learning with Python(Fran?ois Chollet)
- 深度学习入门教程;使用python一步步教你走向大神之路(use python language to learn deeplearning)
ACO---Code-
- 蚁群算法和遗传算法的源码,性能比较,有搜索过程的界面显示,MFC框架-Ant colony optimization and Genetic Algorithm for TSP,developed in MFC
CNN
- 用 卷积神经网络进行手写字符 识别,内含mnist训练集-Handwritten character recognition, containing mnist convolution neural network training set
paper_code_on_complex_network
- 六篇关于Complex Network的经典外文文献,有综述形文献,以及讲到如何建立网络模型的文献,对迅速建立起对Complex Network的理解有很大帮助。源程序是建立一个scale free network,注释详细,画出了P(K)图,可以观察r值。-Six foreign languages ??on Complex Network of classic literature, there is literature review form, and talked about how
path-planning
- 这个是一篇关于路径规划算法的学位论文,包括了c空间法和人工势场法-This is a path planning algorithm on the dissertation, including the c space and artificial potential field
zh_cnn_text_classify-master
- 基于卷积神经网络(CNN)的中文垃圾邮件检测,很好的学习程序,基于python开发,需要配置Tensorflow。-Based on convolutional neural network (CNN) of Chinese spam detection, good learning program, python-based development, you need to configure Tensorflow.
jisuanjishijuemasongde
- 马颂德老师写的《机器视觉》,对于刚入门的初学者很适用哦。来下吧!-Ma Songde, the teacher wrote "machine vision" for beginners and beginners is applicable oh. To under!
Face Recognition_xl
- 人脸识别的MATLAB算法,对于学习人脸识别和深度学习很有帮助(MATLAB algorithm for face recognition, learning face recognition and depth of learning is very helpful)
Tutorial_Slides_by_Andrew_Moore
- 卡内基梅隆大学计算机系Andrew Moore教授有关人工智能算法的讲义和演讲稿,主要是模式识别方面的内容。-Andrew Moore Carnegie Mellon University computer science professor lecture about artificial intelligence algorithms and speeches, mainly pattern recognition aspects.