Difference between revisions of "Algorithms"
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[http://www.google.com/search?q=models+~algorithms+deep+machine+learning+ML ...Google search] | [http://www.google.com/search?q=models+~algorithms+deep+machine+learning+ML ...Google search] | ||
| + | * [[Discriminative vs. Generative]] | ||
* [[Hyperparameters]] | * [[Hyperparameters]] | ||
* [[Evaluation Measures - Classification Performance]] | * [[Evaluation Measures - Classification Performance]] | ||
Revision as of 19:10, 20 April 2019
YouTube search... ...Google search
- Discriminative vs. Generative
- Hyperparameters
- Evaluation Measures - Classification Performance
- Google DeepMind AlphaGo Zero
- Google AIY Projects Program
- A guide to machine learning algorithms and their applications
- Outline of machine learning | Wikipedia
- How to choose algorithms for Microsoft Azure Machine Learning | Microsoft
- Machine learning models for AIY kits | AIY
- Monte Carlo (MC) Method
Contents
Artificial Intelligence - Machine Learning - Deep Learning
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
