Neural Networks
From Robin
(Difference between revisions)
(Ny side: Here we will gather useful information and resources for learning about and using neural networks. Feel free to add information here! =Resources= * [http://www.asimovinstitute.org/neural-…) |
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Here we will gather useful information and resources for learning about and using neural networks. Feel free to add information here! | Here we will gather useful information and resources for learning about and using neural networks. Feel free to add information here! | ||
- | =Resources= | + | ==Resources== |
+ | |||
+ | ===Software=== | ||
+ | |||
+ | * [[Tensorflow]] - numerical computation software, great for defining ANNs. | ||
+ | |||
+ | ===Books=== | ||
+ | |||
+ | * Deep Learning (Ian Goodfellow, Yoshua Bengio and Aaron Courville): https://github.com/HFTrader/DeepLearningBook | ||
+ | * [http://shop.oreilly.com/product/0636920052289.do Hands-On Machine Learning with Scikit-Learn and TensorFlow] | ||
+ | * http://statweb.stanford.edu/~tibs/ElemStatLearn/printings/ESLII_print10.pdf | ||
+ | |||
+ | ===Model Zoos=== | ||
* [http://www.asimovinstitute.org/neural-network-zoo/ Nice overview of common neural network architectures] | * [http://www.asimovinstitute.org/neural-network-zoo/ Nice overview of common neural network architectures] |
Revision as of 09:55, 12 June 2017
Here we will gather useful information and resources for learning about and using neural networks. Feel free to add information here!
Contents |
Resources
Software
- Tensorflow - numerical computation software, great for defining ANNs.
Books
- Deep Learning (Ian Goodfellow, Yoshua Bengio and Aaron Courville): https://github.com/HFTrader/DeepLearningBook
- Hands-On Machine Learning with Scikit-Learn and TensorFlow
- http://statweb.stanford.edu/~tibs/ElemStatLearn/printings/ESLII_print10.pdf