资源列表
PPCA
- 概率 PCA algorithm，matlab程序 -Probabilistic PCA algorithm，matlab code
366265689itoolbox
- 间隔偏最小二乘算法代码，但要自己先琢磨下才更容易吸收-Interval partial least squares algorithm code, but under their own first to be more easily absorbed
Complete
- data mining on flight passengers data
MATLAB-program
- 实现对信号特征的提取，能够实现对数据谱的峰值特征的提取。-To achieve the extraction of signal characteristics, enabling the extraction of data spectral peak features.
high-and-low-pass
- 实现对振动传感器的数据预处理，可以对信号实现高通和低通数据处理。-Data pre-processing of vibration sensor, can signal high-pass and low-pass data processing.
wavelet_test_animation
- 对于振动传感器采集的数据，利用小波变换，得到数据时频的动画。-For vibration data collected by sensors using wavelet transform to obtain frequency data animation.
Antoni
- ANTONI信号处理：对传感器采集信号利用MATLAB进行均值处理-ANTONI Signal Processing: collecting the sensor signal processing with MATLAB mean
baiduitzhaopin
- Scrapy框架下实现的爬取百度招聘上所有相关招聘信息的爬虫，有效的对爬下来的数据以合适的格式进行储存。后续可进行数据挖掘。-Under the framework of realization Scrapy crawling reptiles Baidu recruitment on all jobs, effective to climb down data stored in a suitable format. Follow-up for data mining.
CYCLIC-MEAN
- 传感器振动信号的处理，求解信号的循环平稳均值-Vibration sensor signal processing, signal cyclostationary mean solving
DL4J_LSTM
- deeplearning4j依赖下，Java实现神经网络LSTM算法，DailyData.class实现数据结构，StockDataIterator.class进行数据预处理-deeplearning4j dependent under, Java LSTM realize neural network algorithm, DailyData.class data structure, StockDataIterator.class data preprocessing
FPGrowth
- FpGrowth算法的Java完整实现，可用于改进到分布式环境，自制基础数据文件后结果可生成-Results can generate a full implementation of Java FpGrowth algorithm that can be used to improve the distributed environment, homemade basic data files
code
- （神经网络）多个隐含层的多层感知器网络训练数据得到网络，并使用测试数据统计所设计多层感知器的平均识别正确率-Multi layer perceptron network training data with multiple hidden layers is obtained, and the average recognition accuracy of the multi-layer perceptron is designed by using the test data statisti