【文件属性】:
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:2021-05-26 11:00:15
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)