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I am using pysindy to identify the systemdynamics of a system with three states and one control input.
I am running into a problem when trying to provide initial guesses for the parameters.
When i…
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Hi author, thanks for your great work!
As you responded to reviewer Ee8Z on https://openreview.net/forum?id=QPtMRyk5rb, and as shown in Figure 4, you mentioned conducting experiments with multiple…
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## 🚀 Feature
Implement a parallel ensemble layer that allows parallelized forward and backward passes through an ensemble of MLPs, as opposed to using a for-loop over individual networks.
## Motiv…
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Hi, I am currently using properscoring for my probabilistic forecasting project.
I encountered the following error:
File "C:\...\lib\site-packages\properscoring\_crps.py", line 347, in crps_ens…
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For TabRepo 2.0, several quality of life changes should be made for ease of use. This list will evolve over time.
## P0 (Critical)
- [x] #65
- [ ] #69
- [ ] Move config hyperparameter files i…
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@rushter , thanks for your library!
Can you please add references (articles, etc.) describes which (exactly) algorithms heamy realizes?
Thanks.
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Look towards developing a demo notebook for a PyTorch (or another framework, e.g. JAX) implementation to illustrate flexibility of the pipeline.
* [x] Play around with implementing PyTorch equivale…
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Sorry to bother you again!!!
I do some ablation experiments for this paper. But I found some strange results.
Firstly, I run your original code for GTA5->Cityscapes. I got the following result:
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```
xi, x_std, self.s = self.skater(y=round(yi, 6), s=self.s, k=1)
File "/usr/local/lib/python3.9/site-packages/timemachines/skaters/smdk/smdkarma.py", line 21, in smdk_p5_d0_q3_n500_aggressiv…
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Good morning sir,
I am so impressed at your work under the project "Evapotranspiration prediction by using stack ensembling". So I wanted to implement, but after compiling the latest code that u have…