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## 一言でいうと
幅が無限とした場合のDNNを最急降下法で学習させる処理は、線形変換と同等であるとした論文(=学習結果は一次のテイラー展開で置き換えられる)。損失関数が2次の場合は出力がGaussianで維持されるため学習の過程はGaussian Processと見做すことができ、この点がBayesianNetと異なるとしている。
### 論文リンク
https://arxiv…
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Hi I was trying to run "python ./examples/example1.py" but got following erUsing username "songweig".
Traceback (most recent call last):
File "./examples/example1.py", line 66, in
run()
…
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The NN with erf function output activation can occassionally output way beyond the boundary [-1,1]:
```
from jax import random
from neural_tangents import stax
import neural_tangents as nt
impo…
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Hi @zongyi-li, I see there are a few training losses calculated here. Which one should be used for backpropagation? Thanks!
https://github.com/ramanathanlab/molecular_dynamics_neural_operator/blob/…
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## 🚀 Feature
Currently, we have `scatter_` and `scatter_add_`.
However, in use-cases such as Graph Neural Networks, it's common to wanting to do other reductions than add.
As a case in point, @…
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would it be possible to get a complete example? I keep running in all kind of issues, from keras warnings, over methods not found errors, missing requirements, etc.
example:
/home/wohlgemuth/wor…
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Started with #18269
The plan is to create an entirely new cohesive documentation structure in `docs/tutorials`, to move sections of the existing docs there, and then to remove the old versions leav…
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The data processing step generates forcings from the CM2.6 dataset for the given spatial domain and time resolution. The training step then works on subdomains of this forcing dataset. These subdomain…
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` File "D:\Cancer\neural-dream\neural_dream\models\googlenet\bvlc_googlenet.py", line 352, in forward
pool5_7x7_s1 = F.avg_pool2d(inception_5b_output, kernel_size=(7, 7), stride=(1, 1), paddi…
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This new model seems suitable for integration: https://github.com/edwko/OuteTTS
We should add a very minimalistic example for generating audio with it. Ideally, we will implement the (audio tokens)…