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glowingpython.blogspot.com | ||
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marcospereira.me
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| | | | | In this post we summarize the math behind deep learning and implement a simple network that achieves 85% accuracy classifying digits from the MNIST dataset. | |
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www.chrisritchie.org
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constantinides.net
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| | | | | Readers of this blog will know that I have been interested in how to bridge the worlds of Boolean logic and machine learning, ever since I published a position paper in 2019 arguing that this was the key to hardware-efficient ML. Since then, I have been working on these ideas with several of my PhD... | |
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kavita-ganesan.com
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| | | This article examines the parts that make up neural networks and deep neural networks, as well as the fundamental different types of models (e.g. regression), their constituent parts (and how they contribute to model accuracy), and which tasks they are designed to learn. | ||
