资源列表
数据挖掘算法知识包
- 一些有关数据挖掘的十种经典算法，还有大数据方面的资料库，有需要可以下载学一下。(Some of the ten classic algorithms for data mining, as well as big data databases, need to be downloaded to learn)
BP神经网络
- 第一个m文件：构造、训练BP神经网络并计算其识别率；第二个文件将进行人脸检测。注意：orl人脸数据库需要在网上下载。(The function of the first m file is to construct and train the BP neural network and calculate its recognition rate. The second is the detection of face. Note: the ORL face database needs to
lfm
- 重叠社区发现LFM算法，基于python实现，导入的文件是lfr基准测试网络，里面写了检测指标，文件可更改，算法通过网络邻接矩阵来实现社区划分(The overlapping community found the LFM algorithm, based on the python implementation, the imported document is the LFR benchmark network, in which the detection index is written
LSTM
- LSTM对价格的预测 利用最新的神经网络 希望大家能够喜欢(29/5000 The LSTM's prediction of prices USES the latest neural networks to please everyone)
matlab Q学习仿真
- Qdemo演示程序 Qlearning Q学习主程序 调用 drnd（随机变量生成函数） 任务改变时，要设当改变execut子函数和一些脚标变换函数。 用于打印状态的statements也要改一下。(Qdemo demo The main program Qlearning Q learning Call DRND generating function (random variables))
贝叶斯分类算法
- 5个描述属性，一个分类属性，通过贝叶斯算法实现分类(5 descr iptive attributes, one categorical attribute, is implemented by Bayes algorithm.)
rcnn_car_object_detection
- 基于深度学习的汽车目标检测，所需matlab版本为2017(Deep Learning Based Vehicle Target Detection)
波束空间MUSIC算法源程序
- DOA估计， 波数域，DOA 估计，阵列信号处理，经典算法(DOA estimation, DOA estimation DOA, estimation DOA, estimation, array signal processing. Beamforing)
cifar10_tutorial
- 非常适合入门的一个深度学习图片分类例程！(Very suitable for beginners to learn a deep picture classification routines!)
optimized genetic model
- 优化后的克隆选择算法的MATLAB编码，希望能帮助到您，谢谢(Optimized clone selection algorithm of MATLAB coding)
convLSTM_minimum-master
- 卷积长短期机器模型用于预测空间上与时间上的值，是基于LSTM模型的改进算法(Convolutional long-term and short-term machine model is an improved algorithm based on LSTM model for predicting spatial and temporal values.)
rnn文字识别
- 基于深度学习平台tensorflow，利用RNN进行文字识别实例，(Based on the deep learning platform tensorflow, RNN is used for text recognition.)