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https://arxiv.org/abs/1803.02999
- Alex Nichol, John Schulman
- Submitted on 8 Mar 2018
TMats updated
6 years ago
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## 一言でいうと
Few-shotの学習に強いメタラーニングの手法の研究。少ないサンプルでも学習できる良い初期値を得るMAML(Model-Agnostic Meta-Learning)という手法をベースにしており、この初期値を現在の初期値vsサンプルを学習させた後の重みとの差分を使用し学習させていく(これはシンプルなSGDの仕組みと同様)。
### 論文リンク
https:/…
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When I try to run https://github.com/brando90/higher/blob/master/examples/maml-omniglot.py i get this error:
```
args.scheduler=None
--------------------- META-TRAIN ------------------------
Sta…
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### Describe the bug
I am having a weird issue where I change the location of all my code & data to a different location with more disk space, then I soft link my projects & data to those locations…
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I was trying adafactor but I get the following issues:
```
args.scheduler=None
--------------------- META-TRAIN ------------------------
Starting training!
Traceback (most recent call last):
F…
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https://medium.com/@sanyamagarwal/understanding-attentive-recurrent-comparators-ea1b741da5c3
We might want want to add an implentation to dc.metalearning
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Hi! I've recently been hyperparameter tuning for the OCMAML algorithm on the MNIST dataset and I ran into this error when trying to use the dense_layers argument:
> Traceback (most recent call last…
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This bug makes sense because LinearSVC does not support probabilities by default I think
reference here: https://stackoverflow.com/questions/47312432/attributeerrorlinearsvc-object-has-no-attribute-…
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# Short Question Description
Is it possible to extend the existing metadata and policies directories and/or add more metrics to it?
Hello, first of all congratulations on the project!
I am having…