Difference between revisions of "Algorithms"
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* [[Google DeepMind AlphaGo Zero]] | * [[Google DeepMind AlphaGo Zero]] | ||
* [http://www.sas.com/en_gb/insights/articles/analytics/machine-learning-algorithms.html A guide to machine learning algorithms and their applications] | * [http://www.sas.com/en_gb/insights/articles/analytics/machine-learning-algorithms.html A guide to machine learning algorithms and their applications] | ||
| − | |||
* [http://en.wikipedia.org/wiki/Outline_of_machine_learning Outline of machine learning | Wikipedia] | * [http://en.wikipedia.org/wiki/Outline_of_machine_learning Outline of machine learning | Wikipedia] | ||
* [http://docs.microsoft.com/en-us/azure/machine-learning/studio/algorithm-choice How to choose algorithms for Microsoft Azure Machine Learning | Microsoft] | * [http://docs.microsoft.com/en-us/azure/machine-learning/studio/algorithm-choice How to choose algorithms for Microsoft Azure Machine Learning | Microsoft] | ||
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== Neural Networks == | == Neural Networks == | ||
* [http://www.asimovinstitute.org/author/fjodorvanveen/ Neural Network Zoo | Fjodor Van Veen] | * [http://www.asimovinstitute.org/author/fjodorvanveen/ Neural Network Zoo | Fjodor Van Veen] | ||
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| + | http://cdn-images-1.medium.com/max/1600/1*bhFifratH9DjKqMBTeQG5A.gif | ||
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http://www.asimovinstitute.org/wp-content/uploads/2016/12/neuralnetworkcells.png | http://www.asimovinstitute.org/wp-content/uploads/2016/12/neuralnetworkcells.png | ||
http://www.asimovinstitute.org/wp-content/uploads/2016/12/neuralnetworkgraphs.png | http://www.asimovinstitute.org/wp-content/uploads/2016/12/neuralnetworkgraphs.png | ||
http://www.asimovinstitute.org/wp-content/uploads/2016/09/neuralnetworks.png | http://www.asimovinstitute.org/wp-content/uploads/2016/09/neuralnetworks.png | ||
| − | http:// | + | == Top Algorithms == |
| + | [http://www.youtube.com/results?search_query=top+machine+learning+~algorithms YouTube search...] | ||
http://i.pinimg.com/564x/bf/f0/08/bff008b5b3ea45f644fdf6e06fb3a735.jpg | http://i.pinimg.com/564x/bf/f0/08/bff008b5b3ea45f644fdf6e06fb3a735.jpg | ||
| + | |||
| + | <youtube>BfowBtIxNu4</youtube> | ||
Revision as of 21:32, 19 July 2018
- Hyperparameters
- Google DeepMind AlphaGo Zero
- A guide to machine learning algorithms and their applications
- Outline of machine learning | Wikipedia
- How to choose algorithms for Microsoft Azure Machine Learning | Microsoft
Architecture:
- Variables type
- Variable scaling
- Cost function
- Type of neural network - CNN, RNN, FFN
- Number of layers, hidden
- Type of layers
- LSTM, Dense, Highway
- Convolutional
- Pooling
- Weight initialization type
- Number of nodes
- Type of activation function - linear, Sigmoid, ReLU
- Dropout rate (or not)
- Threshold
Neural Networks
Top Algorithms
