资源列表
DeepLearnToolbox-master
- 神经网络工具包,包括nn,cnn,sae,cae,dbn等。适合初学者-toolbox of NN
组会材料
- CNN, RNN领域的一些优秀论文, 内容包括机器翻译等应用, 也包括一些入门材料。(Good papers about CNN and RNN)
Machine-Learning-exercises_finished
- andrew NG上的课程machine learning 的习题解答，这些习题对于机器学习入门还是非常有帮助的，值得学习。-This my answer to the programming exercises of Machine Learning by Andrew NG,this files are very useful to the people who want to study with Machine Learning.
Bengio_deeplearning涓枃璇戠増
- 深度学习基础学习必备，介绍经典算法原理思想(The basic learning of deep learning is necessary, and the principles of classical algorithms are introduced.)
ai
- 最好的一本介绍人工智能的书。 artifical intelligence a modern approach
Neural-network-MATLAB-simulation-
- 神经网络与matlab 一本很好的神经网络书籍-Neural network model and MATLAB simulation program design
2The Elements of Statistical Learning
- This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It is a va
MATLAB神经网络30个案例分析--完全
- 30个有完整代码的案例，帮你快速入门神经网络(one which has all codes for exs)
深度学习-21天实战 caffe
- 介绍深度学习框架caffee，并快速入门学习(introduce caffee to master as soon as possible.)
MATLAB simulation.zip
- 第1~5章主要内容为：绪论、系统辨识、模型参考自适应控制、自校正控制（包括广义预测控制）、基于常规控制策略的自校正控制等，每种算法都配有MATLAB仿真程序、仿真结果以及对仿真结果的简要分析；第6章详细介绍了基于可视化编程工具VB和Delphi的系统辨识与自适应控制的仿真技术。(System identification and adaptive control matlab simulation)
ten_books_of_algorithms
- 英文版的数据结构大全，伪代码描述，清晰易懂。-English version of Data structure encyclopedia, descr iptive of pseudocode, easy to read.
机器学习实战
- 机器学习的算法，主要使用python语言，Numpy库，进行算法分析。(Algorithm for machine learning)