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01_ml-strategy-1

Posted on 2018-04-01 | In English
Words count in article 15.9k | Reading time ≈ 99
NoteThis is my personal note after studying the course of the first week Structuring Machine Learning Projects and the copyright belongs to deeplearning.ai. 01_introduction-to-ml-strategy01_why-ml-st ...
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Information Theory in Machine Learning

Posted on 2018-03-28 | In 中文
Words count in article 4.6k | Reading time ≈ 19
本文会随着工作学习持续不定期更新 自信息1在信息论中,自信息(英语:self-information),由克劳德·香农提出,是与概率空间中的单一事件或离散随机变量的值相关的信息量的量度。它用信息的单位表示,例如 bit、nat或是hart,使用哪个单位取决于在计算中使用的对数的底。自信息的期望值就是信息论中的熵,它反映了随机变量采样时的平均不确定程度。 由定义,当信息被拥有它的实体传递给接收它的实 ...
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Tensorflow Tutorial

Posted on 2018-03-03 | In English
Words count in article 5.4k | Reading time ≈ 33
NoteThese are my personal programming assignments at the 3rd week after studying the course Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization and the copyright bel ...
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Optimization Methods

Posted on 2018-03-02 | In English
Words count in article 5.8k | Reading time ≈ 36
NoteThese are my personal programming assignments at the 2nd week after studying the course Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization and the copyright bel ...
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02_optimization-algorithms

Posted on 2018-03-02 | In English
Words count in article 12.7k | Reading time ≈ 79
NoteThis is my personal note at the first week after studying the course Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization and the copyright belongs to deeplearnin ...
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03_hyperparameter-tuning-batch-normalization-and-programming-frameworks

Posted on 2018-03-02 | In English
Words count in article 16.9k | Reading time ≈ 105
NoteThis is my personal note at the first week after studying the course Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization and the copyright belongs to deeplearnin ...
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SnailDove

SnailDove

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