资源列表
专家系统11本
- 专家系统人工智能方面的经典书籍11本打包压缩的，适合对专家系统感兴趣的本科及研究生，以及工程技术人员(Expert systems, artificial intelligence in the classic books, 11 packaged, compressed, suitable for the undergraduate and graduate students interested in expert systems, as well as engineering and te
Project1
- 多层神经网络，在训练过程中采用自适应学习率Adagrad方法。可以实现回归或分类问题。(The adaptive learning rate Adagrad method is adopted in the training process of the multilayer neural network. Regression or classification problems can be achieved.)
面向机器智能的TensorFlow实践
- 适合作为Tensorflow学习的入门书籍，很多基本概念讲的比较清楚(Suitable for Tensorflow as an introduction to learning books, explain many basic concepts more clear)
STDP_simulations
- 仿真实现STDP的波形，《STDP as presynaptic activity times rate of change of postsynaptic activity》代码。(STDP implemented on python, code in "STDP as presynaptic activity times rate of change of postsynaptic activity", arXiv:1509.05936v2.)
Helicopter
- 模拟直升机案例，供研究学习各种飞行控制方法使用(Simulated helicopter case)
Practice_03
- 深度学习,基于python的机器学习，包括挖掘之类(deep learningDepth learning, Python based machine learning, including mining and the like)
聚类算法
- 聚类算法,介绍聚类算法的原理以及应用！原理的推导，以及聚类算法应用的实例。包括迭代过程，已经迭代停止条件。(Clustering Algorithm)
Easy_HMM-master
- HMM隐马尔可夫模型进行一系列的工作。。。(HMM to do some work.)
cnn-text-classification-tf
- 利用 Tensorflow 构建 CNN 模型实现文本分类(CNN for Text Classification in Tensorflow)
Ch02
- 本程序用Python语言实现kNN算法，供大家学习，交流使用。(This program uses Python language to achieve kNN algorithm for everyone to learn, exchange use.)
SOM-master
- SOM implementation in MATLAB
libsvm-3.22
- 台湾大学林志仁教授对SVM支持向量机的实现(Implementation of SVM support vector machine by Professor Lin Zhiren of National Taiwan University)