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Currently, we support batch gradient descent (e.g., LogisticRegression), and stochastic gradient descent (e.g., ``SGDClassifier/SGDRegressor``), but we do not support Mini-Batch gradient descent (``SG…
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Welcome to 'DSWP' Team, good to see you here
This issue will helps readers in acquiring all the knowledge that one needs to know about Stochastic Gradient Descent . Tutorial to Stochastic Gradient …
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Hi all,
I implemented a paper "Improving Stochastic Gradient Descent with Feedback" as called [Eve](https://arxiv.org/abs/1611.01505).
Eve is a modified version of Adam, and outperforms other SGD …
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https://developers.google.com/machine-learning/crash-course
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Hi,
I am wondering about the meaning of "fine-tune" in the paper, page 41, Section I.2,
```
For CelebA, this means using a learning rate of 10−3
, a weight decay of 10−4
, a batch size of …
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Towards a suite of machine learning functionality, here is a fundamental routine for solving systems.
A' la [SciPy's implementation](http://scikit-learn.org/stable/modules/sgd.html) of [Stochastic …
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I would like to suggest adding Optimization functions, machine learning and deep learning algorithms in this repository. This can be added in a separate folder called `machine_learning` folder. Furthe…
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# 論文リンク
https://arxiv.org/abs/1608.03983
# 公開日(yyyy/mm/dd)
2016/08/13
# 概要
Cosine Annealing LR の原論文?
SGD のためのシンプルなウォームアップ再スタートテクニックの提案
著者実装
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