蜀山小道士的blog

回声状态网络ESN(原理)结构特点网络有3层：输入层 - 隐含层 - 输出层                                       ...

import numpy as npimport pandas as pdimport matplotlib.pyplot as pltfrom keras.models import Sequentialfrom keras.layers import Densefrom keras.layers import LSTMfrom sklearn import preprocessin...

load datasetstop = 0;                                    %控制预测的序列索引(0-倒数第1 1-倒数第2 2-倒数第3,..以此类推)series = dataset(1:end-stop,1); %导入时间序列数据timespan = 5;                            %时间跨度(即历史数据条数)%构造...

import numpy as npimport pandas as pdimport matplotlib.pyplot as pltfrom pyhht.emd import EMDfrom pyhht.visualization import plot_imfsdataset = pd.read_csv('D:/python/anaconda/ARIMA/airPassenger...

(一)Python环境下安装pybrain(开源神经网络工具包)pybrain模块(URL):https://github.com/pybrain/pybrainpybrain官方文档:http://pybrain.org/docs/git下载pybrain:git clone https://github.com/pybrain/pybrainTip:1.在安装pybrain前,...

dataset = csvread('D:\matlab2016a\data.csv');x = dataset(:,1:3);y = dataset(:,4);x_train = x(1:145,:);y_train = y(1:145);x_test = x(146:end,:);y_test = y(146:end);[samples,inputnum] = size(x_...