【PPSCI Doc No.21、22】ppsci.arch.LorenzEmbedding、ppsci.arch.LRosslerEmbedding #780
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Turingg
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HydrogenSulfate
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Feb 7, 2024
ppsci/arch/embedding_koopman.py
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| Returns: | ||
| None. | ||
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一般class的__init__方法可以不用写Return字段
ppsci/arch/embedding_koopman.py
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| Examples: | ||
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ppsci/arch/embedding_koopman.py
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| ... input_keys = ("x", "y"), | ||
| ... output_keys=("u", "v"), | ||
| ... input_size = 3, | ||
| ... hidden_size = 500, | ||
| ... embed_size = 32, | ||
| ... drop = 0.0, | ||
| ... mean = None, | ||
| ... std = None, |
ppsci/arch/embedding_koopman.py
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| >>> import ppsci | ||
| >>> model = ppsci.arch.LorenzEmbedding(("x", "y"), ("u", "v")) | ||
| >>> from ppsci.arch.embedding_koopman import LorenzEmbedding |
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>>> from ppsci.arch.embedding_koopman import LorenzEmbedding可以删除吧
ppsci/arch/embedding_koopman.py
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| Returns: | ||
| None. | ||
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| Examples: | ||
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| >>> import ppsci | ||
| >>> model = ppsci.arch.RosslerEmbedding(("x", "y"), ("u", "v")) | ||
| >>> from ppsci.arch.embedding_koopman import RosslerEmbedding | ||
| >>> model = ppsci.arch.RosslerEmbedding( | ||
| ... input_keys = ("x", "y"), | ||
| ... output_keys=("u", "v"), | ||
| ... input_size = 3, | ||
| ... hidden_size = 500, | ||
| ... embed_size = 32, | ||
| ... drop = 0.0, | ||
| ... mean = None, | ||
| ... std = None, | ||
| ... ) | ||
| >>> x_shape = [8, 3, 2] | ||
| >>> y_shape = [8, 3, 1] | ||
| >>> input_dict = { | ||
| ... "x": paddle.rand(x_shape), | ||
| ... "y": paddle.rand(y_shape) | ||
| ... } | ||
| >>> output_dict = model(input_dict) | ||
| >>> print(output_dict["u"].shape) | ||
| [8, 2, 3] | ||
| >>> print(output_dict["v"].shape) | ||
| [8, 3, 3] |
ppsci/arch/embedding_koopman.py
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| [8, 2, 3] | ||
| >>> print(output_dict["v"].shape) | ||
| [8, 3, 3] | ||
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完善 ppsci.arch.LorenzEmbedding 、ppsci.arch.LRosslerEmbedding的示例 ～
任务链接：#686
对此模型的具体应用还不熟悉QVQ，阔以看看能这样写嘛
@HydrogenSulfate