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Hey, great codebase, thank you!
I was looking into performance bottlenecks and I found the following which gave me almost a 2x (1.76 it/s -> 2.96 it/s) speedup for the cifar10 example
The issue …
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**Is your feature request related to a problem? Please describe.**
Create an inferer for aleatoric and epistemic uncertainty.
**Describe the solution you'd like**
The inferer can be based on the …
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Hi all!
Will `Oryx` continue to be actively maintained? Are there maintainers who are hoping to continue working on the package?
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## 論文リンク
https://arxiv.org/abs/1910.00470
## 公開日(yyyy/mm/dd)
2019/10/01
## 概要
AEsを検出する手法を提案。異なるネットワークの層で特異な特徴表現をするサンプルを棄却する。この検出手法に対する新しい攻撃手法を提案し評価した。提案手法は既存手法よりも高精度だった。
## メモ
- 棄却に使用する特徴…
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Hi Krzysztof,
When visualizing the distribution of weights and gradients of each tensor over training, I noticed that some the weights don't seem to be updating. E.g. `InvertibleConv1x1Layer`'s `U_…
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Write simple summary of papers you read, and how can it helps our project.
What you must read in paper
1. What is target problem, what is model they used.
2. Background and Related Work
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`sktime` contains some well-used and recent examples of data set simulators:
* the `_make_series`, `_make_panel`, `_make_hierarchical` etc utilities
* the `datagen` sub-module in the `annotation` …
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This thread should be reserved for requesting the addition of new papers and repos to be added in the repository, since we are entering the roaring 20s.
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(neuroflexenv) ubuntu@ip-10-240-215-184:~/NeuroFlex$ source neuroflexenv/bin/activate && export PYTHONPATH=$(pwd) && pytest tests/ --disable-warnings --maxfail=1
============================= test se…