文件名称：MATLAB的esn函数代码-EchoStateNetworks:实施EchoStateNetworks，这是来自储层计算的机器学习概念
文件大小：923KB
文件格式：ZIP
更新时间：2024-06-15 04:46:55
系统开源
MATLAB的esn函数代码 回声州网络 该存储库在Python 3.6中实现 入门 import EchoStateNetworks import dataUtils from numpy import ones # Initialize the ESN my_ESN = EchoStateNetworks . EchoStateNetwork ( no_input_nodes = 4 , no_output_nodes = 4 , no_internal_nodes = 30 ) # Create data set and split it into test & training data = Data ( model_input = 3 * ones (( 100 , 4 )), model_output = 4 * ones (( 100 , 4 ))) data . split_data_by_index ( 80 ) # Fit the ESN my_ESN . fit ( data , no_forget_points = 10 ) # Do a 30 steps ah
【文件预览】：
EchoStateNetworks-master
----Example()
--------Example.ipynb(378KB)
--------AirQualityUCI.csv(767KB)
----LICENSE.md(1KB)
----README.md(6KB)
----Pictures()
--------ESN.png(397KB)
----Source()
--------EchoStateNetworks.py(24KB)
--------dataUtils.py(7KB)