资源列表
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)
五子棋代码
- 这是一个python程序，其中使用了决策树和蒙特卡罗搜索树，五子棋程序(This is a python program, which uses the decision tree and Monte Carlo search tree, Gobang program)
模拟退火算法
- 此问题为传统的TSP问题，从一个城市出发，到达目的地，所用算法为模拟退火算法，算法可以完美运行。(This problem is a traditional TSP problem, starting from a city, reaching the destination, the algorithm is simulated annealing algorithm, the algorithm can run perfectly.)
1-160521014039.pdf
- 李宏毅教授深度学习入门ppt，想涉猎深度学习的看这个资料～(Introduction to deep learning ppt)