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NotImplementedError: to be implemented for backend tensorflow.compat.v1.
in src\darcy_rectangular_pwc\deeponet.py.
```
model.compile(
tfa.optimizers.AdamW(1e-4, learning_rate=3e-4),
…
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I was trying to run [TL1/source_model.py](https://github.com/katiana22/TL-DeepONet/blob/main/TL1/source_model.py) but I met an error at this line:
https://github.com/katiana22/TL-DeepONet/blob/45d0cd…
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> This project will be mentored by @[HydrogenSulfate](https://github.com/HydrogenSulfate)
## 1. 背景
对于科学计算领域的方程求解问题,基于神经网络拟合任意复杂函数的原理,可以使用模型将方程输入映射到方程的解上从而得到答案。但在 DeepONet 论文中,展示了神经网络实际上具备更强大的能力—…
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# API 文档补全
以下是待补全 docstring 的 API 列表(共 109 个)
| 序号 | API 名称 | 认领人/状态/PR号 |
| :--- | :--- | :--- |
| 1 | ppsci.data.process.transform.CropData | @Liyulingyue [#687](https://github.com/PaddlePaddle/P…
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Hi,
I am trying to run a code I found in one of the solved issues on deepxde github posted by @inunarun,
_Originally posted by @inunarun in https://github.com/lululxvi/deepxde/issues/80#issuecomm…
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Hi, Professor Lu. I want to ask two questions about the error bars and shaded region in the DeepONet paper.
- Did you use "uncorrected sample standard deviation" (divided by N) or "corrected sampl…
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Professor Lu:
For a complex output problem, I divided into two networks with the same structure and hyperparameters for training.
[The previous issue has been resolved](https://github.com/lululxvi/d…
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> This project will be mentored by @[HydrogenSulfate](https://github.com/HydrogenSulfate)
**报名格式参考:**`【报名】:2、3`,多个任务之间需要使用中文顿号分隔,报名多个连续任务可用横线表示,如 `2-5`
**PR 提交格式:在 PR 的标题中以 【hydra No.xxx】 开头,注明任务编号**…
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- [x] simulai/models/_pytorch_models/_autoencoder.py
- [x] simulai/models/_pytorch_models/_deeponet.py
- [x] simulai/models/_pytorch_models/_miscellaneous.py