Difference between revisions of "Algorithms"
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Revision as of 03:53, 29 November 2018
- Hyperparameters
- Evaluation Measures - Classification Performance
- 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
- Monte Carlo (MC) Method
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
AI Knowledge Map: How To Classify AI Technologies | Francesco Corea - KDnuggets
