Difference between revisions of "Algorithms"
| Line 45: | Line 45: | ||
<youtube>5WPSecXkQ3U</youtube> | <youtube>5WPSecXkQ3U</youtube> | ||
| + | [http://www.kdnuggets.com/2018/08/ai-knowledge-map-classify-ai-technologies.html AI Knowledge Map: How To Classify AI Technologies | Francesco Corea - KDnuggets] | ||
http://image.ibb.co/nEx8Ue/ai_cats.jpg | http://image.ibb.co/nEx8Ue/ai_cats.jpg | ||
Revision as of 21:09, 6 September 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
AI Knowledge Map: How To Classify AI Technologies | Francesco Corea - KDnuggets
