LAMOST-

LAMOST光谱分类的一些程序

数据集分布：

信噪比分布(g波段与i波段):

各型星信噪比分布情况在pic文件夹可以查看

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
.idea		.idea
.vscode		.vscode
Deep_CNN		Deep_CNN
__pycache__		__pycache__
pic		pic
runs/localCNN		runs/localCNN
BiLSTM.py		BiLSTM.py
CNN.py		CNN.py
CNN_regression.py		CNN_regression.py
LSTM.py		LSTM.py
MODEL.py		MODEL.py
README.md		README.md
abc.py		abc.py
best_deep_cnn_classification.pkl		best_deep_cnn_classification.pkl
best_deep_cnn_classification_layer4.pkl		best_deep_cnn_classification_layer4.pkl
best_deep_cnn_classification_layer5.pkl		best_deep_cnn_classification_layer5.pkl
best_model_cnn_lstm.pkl		best_model_cnn_lstm.pkl
data_analyse.ipynb		data_analyse.ipynb
deep_cnn_regression_cosh5.pkl		deep_cnn_regression_cosh5.pkl
error plot.py		error plot.py
error.txt		error.txt
error_data.csv		error_data.csv
error_distribution.png		error_distribution.png
error_name.txt		error_name.txt
error_name_classification.txt		error_name_classification.txt
error_num.txt		error_num.txt
feature.py		feature.py
function.py		function.py
jocbi.py		jocbi.py
model Visualising.py		model Visualising.py
mv_file.py		mv_file.py
mvfile.py		mvfile.py
non_paramaters_regression.py		non_paramaters_regression.py
notebook.ipynb		notebook.ipynb
pred_label.png		pred_label.png
shap_test.py		shap_test.py
training_acceleration.py		training_acceleration.py
visual.ipynb		visual.ipynb

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