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I am trying to run a model using the GPU, no problem with the CPU. I think somehow using measured boundary conditions is causing the issue but I am not sure. I am following this example: https://docs.…
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The example in can not run. There will be an error when running the last line of code, and the error is shown below.
```
julia> for i = 1:epochs
Flux.train!(loss, ps, train_data, opt,…
gcrth updated
2 years ago
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The normalizing flow chapter (chpt. 22 in book 2) does not have an example for continuous normalizing flows (CNFs), which uses differential equations to map the flow. I believe this is an important co…
vz415 updated
2 years ago
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I would like to add the package **jammy_flows** to the collection (https://github.com/thoglu/jammy_flows). I developed it for normalizing-flow inference in the context of astro-particle physics (https…
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# Using kaggle notebook to run julia
_I am a total newbie in julia, and do not get answer in the internet_
Here is the code:(just copy from this link https://github.com/ettoremessina/differential-eq…
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I am trying to work through the GNN example at: [https://diffeqflux.sciml.ai/stable/examples/neural_gde/](url), but get an error after the following code block:
`node = NeuralODE(
GCNConv(adj_…
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hi,大家好,非常高兴的告诉大家,百度飞桨论文复现赛第七期已经开始了,本次论文复现赛共将有100+篇的经典&前沿论文供大家复现。同时飞桨特色模型挑战赛持续展开,详细信息可以参考[AI Studio 链接](https://aistudio.baidu.com/aistudio/competition/detail/406/0/introduction),大家是否已经迫不及待了呢~
为了帮助大…
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Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar. Neural operator: Graph kernel network for partial differential equations. a…
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In the article [Universal Differential Equations for Scientific Machine Learning](https://arxiv.org/pdf/2001.04385.pdf), it is described a problem in which an ODE is defined by a combination of parame…