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Bi-LSTM for PV prediction

使用的库及作用：

pytorch：神经网络搭建

pandas：读取数据

matplot：数据可视化

sklearn：数据预处理标准化

numpy：基本数据工具

文件描述：

train_data.xlsx 训练数据集

test_data.xlsx 测试数据集

show_data.py 数据集可视化演示

model.py 神经网络模型

lstm.py LSTM神经网络模型

corr_analyse.py 相关性分析

记录

2020.4.5

重新修改read_2.py

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
.idea		.idea
.gitignore		.gitignore
59-Site_38-Q-CELLS_5W.csv		59-Site_38-Q-CELLS_5W.csv
91-Site_1A-Trina_10W.csv		91-Site_1A-Trina_10W.csv
91-Site_1A-Trina_5W.csv		91-Site_1A-Trina_5W.csv
BP_test.py		BP_test.py
BP_train.py		BP_train.py
Bi_LSTM_test.py		Bi_LSTM_test.py
Bi_LSTM_train.py		Bi_LSTM_train.py
LICENSE		LICENSE
README.md		README.md
RNN_train.py		RNN_train.py
compared_test.py		compared_test.py
corr_analyse.py		corr_analyse.py
dataset.csv		dataset.csv
lstm_test_backup.py		lstm_test_backup.py
lstm_train.py		lstm_train.py
lstm_train_backup.py		lstm_train_backup.py
method.py		method.py
model.py		model.py
model_bi_lstm.pth		model_bi_lstm.pth
model_bp.pth		model_bp.pth
model_lstm.pth		model_lstm.pth
model_rnn.pth		model_rnn.pth
rainfall_analysis.py		rainfall_analysis.py
season_analysis.py		season_analysis.py
show_data.py		show_data.py
show_data_file.py		show_data_file.py
test.py		test.py
test_data.xlsx		test_data.xlsx
train_data_1000.csv		train_data_1000.csv
train_data_5W.xlsx		train_data_5W.xlsx
train_data_exl_1000.xlsx		train_data_exl_1000.xlsx
trans_form.py		trans_form.py

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