Difference between revisions of "Template:Machine learning bar"
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imported>Eudamonic (moved Glossary of artificial intelligence to Related articles) |
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| + | {{Sidebar with collapsible lists | ||
| + | | name = Machine learning bar | ||
| + | | pretitle = Part of a series on | ||
| + | | title = [[Machine learning]]<br/>and<br/>[[data mining]] | ||
| + | | imagestyle = | ||
| + | | image = [[File:Multi-Layer Neural Network-Vector-Blank.svg|150px]] | ||
| + | | headingstyle = border-top:1px solid #aaa; | ||
| + | |||
| + | | list1title = Problems | ||
| + | | list1 = <div class="hlist"> | ||
| + | * [[Statistical classification|Classification]] | ||
| + | * [[Cluster analysis|Clustering]] | ||
| + | * [[Regression analysis|Regression]] | ||
| + | * [[Anomaly detection]] | ||
| + | * [[Automated machine learning|AutoML]] | ||
| + | * [[Association rule learning|Association rules]] | ||
| + | * [[Reinforcement learning]] | ||
| + | * [[Structured prediction]] | ||
| + | * [[Feature engineering]] | ||
| + | * [[Feature learning]] | ||
| + | * [[Online machine learning|Online learning]] | ||
| + | * [[Semi-supervised learning]] | ||
| + | * [[Unsupervised learning]] | ||
| + | * [[Learning to rank]] | ||
| + | * [[Grammar induction]] | ||
| + | </div> | ||
| + | |||
| + | | list2title = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }} | ||
| + | | list2 = <div class="hlist"> | ||
| + | * [[Decision tree learning|Decision trees]] | ||
| + | * [[Ensemble learning|Ensembles]] | ||
| + | ** [[Bootstrap aggregating|Bagging]] | ||
| + | ** [[Boosting (machine learning)|Boosting]] | ||
| + | ** [[Random forest]] | ||
| + | * [[k-nearest neighbors algorithm|''k''-NN]] | ||
| + | * [[Linear regression]] | ||
| + | * [[Naive Bayes classifier|Naive Bayes]] | ||
| + | * [[Artificial neural network]]s | ||
| + | * [[Logistic regression]] | ||
| + | * [[Perceptron]] | ||
| + | * [[Relevance vector machine|Relevance vector machine (RVM)]] | ||
| + | * [[Support-vector machine|Support vector machine (SVM)]] | ||
| + | </div> | ||
| + | |||
| + | | list3title = [[Cluster analysis|Clustering]] | ||
| + | | list3 = <div class="hlist"> | ||
| + | * [[BIRCH]] | ||
| + | * [[CURE data clustering algorithm|CURE]] | ||
| + | * [[Hierarchical clustering|Hierarchical]] | ||
| + | * [[k-means clustering|''k''-means]] | ||
| + | * [[Expectation–maximization algorithm|Expectation–maximization (EM)]] | ||
| + | * <br/>[[DBSCAN]] | ||
| + | * [[OPTICS algorithm|OPTICS]] | ||
| + | * [[Mean-shift]] | ||
| + | </div> | ||
| + | |||
| list4title = [[Dimensionality reduction]] | | list4title = [[Dimensionality reduction]] | ||
| list4 = <div class="hlist"> | | list4 = <div class="hlist"> | ||
* [[Factor analysis]] | * [[Factor analysis]] | ||
| − | * [[Canonical correlation | + | * [[Canonical correlation|CCA]] |
* [[Independent component analysis|ICA]] | * [[Independent component analysis|ICA]] | ||
* [[Linear discriminant analysis|LDA]] | * [[Linear discriminant analysis|LDA]] | ||
* [[Non-negative matrix factorization|NMF]] | * [[Non-negative matrix factorization|NMF]] | ||
* [[Principal component analysis|PCA]] | * [[Principal component analysis|PCA]] | ||
| + | * [[Proper generalized decomposition|PGD]] | ||
* [[t-distributed stochastic neighbor embedding|t-SNE]] | * [[t-distributed stochastic neighbor embedding|t-SNE]] | ||
</div> | </div> | ||
| Line 12: | Line 69: | ||
| list5title = [[Structured prediction]] | | list5title = [[Structured prediction]] | ||
| list5 = <div class="hlist"> | | list5 = <div class="hlist"> | ||
| − | * [[Graphical model]]s | + | * [[Graphical model]]s |
| + | ** [[Bayesian network|Bayes net]] | ||
| + | ** [[Conditional random field]] | ||
| + | ** [[Hidden Markov model|Hidden Markov]] | ||
</div> | </div> | ||
| Line 21: | Line 81: | ||
</div> | </div> | ||
| − | | list7title = [[ | + | | list7title = [[Artificial neural network]] |
| list7 = <div class="hlist"> | | list7 = <div class="hlist"> | ||
* [[Autoencoder]] | * [[Autoencoder]] | ||
| + | * [[Cognitive computing]] | ||
* [[Deep learning]] | * [[Deep learning]] | ||
| + | * [[DeepDream]] | ||
* [[Multilayer perceptron]] | * [[Multilayer perceptron]] | ||
* [[Recurrent neural network|RNN]] | * [[Recurrent neural network|RNN]] | ||
| + | ** [[Long short-term memory|LSTM]] | ||
| + | ** [[Gated recurrent unit|GRU]] | ||
| + | ** [[Echo state network|ESN]] | ||
* [[Restricted Boltzmann machine]] | * [[Restricted Boltzmann machine]] | ||
| + | * [[Generative adversarial network|GAN]] | ||
* [[Self-organizing map|SOM]] | * [[Self-organizing map|SOM]] | ||
* [[Convolutional neural network]] | * [[Convolutional neural network]] | ||
| + | ** [[U-Net]] | ||
| + | * [[Transformer (machine learning model)|Transformer]] | ||
| + | * [[Spiking neural network]] | ||
| + | * [[Memtransistor]] | ||
| + | * [[Electrochemical RAM]] (ECRAM) | ||
</div> | </div> | ||
| − | | list8title = [[Reinforcement | + | | list8title = [[Reinforcement learning]] |
| list8 = <div class="hlist"> | | list8 = <div class="hlist"> | ||
| − | * [[Q- | + | * [[Q-learning]] |
| − | * [[ | + | * [[State–action–reward–state–action|SARSA]] |
| − | * [[Temporal | + | * [[Temporal difference learning|Temporal difference (TD)]] |
</div> | </div> | ||
| list9title = Theory | | list9title = Theory | ||
| list9 = <div class="hlist"> | | list9 = <div class="hlist"> | ||
| − | * [[ | + | * [[Bias–variance tradeoff]] |
* [[Computational learning theory]] | * [[Computational learning theory]] | ||
* [[Empirical risk minimization]] | * [[Empirical risk minimization]] | ||
| Line 50: | Line 121: | ||
</div> | </div> | ||
| − | | list10title = Machine learning venues | + | | list10title = Machine-learning venues |
| list10 = <div class="hlist"> | | list10 = <div class="hlist"> | ||
| − | * [[Conference on Neural Information Processing Systems| | + | * [[Conference on Neural Information Processing Systems|NeurIPS]] |
* [[International Conference on Machine Learning|ICML]] | * [[International Conference on Machine Learning|ICML]] | ||
* [[Machine Learning (journal)|ML]] | * [[Machine Learning (journal)|ML]] | ||
* [[Journal of Machine Learning Research|JMLR]] | * [[Journal of Machine Learning Research|JMLR]] | ||
| − | * [ | + | * [https://arxiv.org/list/cs.LG/recent ArXiv:cs.LG] |
| + | </div> | ||
| + | |||
| + | | list11title = Related articles | ||
| + | | list11 = <div class="hlist"> | ||
| + | * [[Glossary of artificial intelligence]] | ||
| + | * [[List of datasets for machine-learning research]] | ||
| + | * [[Outline of machine learning]] | ||
</div> | </div> | ||
| − | |||
| − | |||
| − | |||
| − | |||
}}<noinclude> | }}<noinclude> | ||
| Line 68: | Line 142: | ||
{{doc | {{doc | ||
|content= | |content= | ||
| − | + | }} | |
[[Category:Statistics templates]] | [[Category:Statistics templates]] | ||
| − | [[Category: | + | [[Category:Computer science sidebar templates]] |
| − | + | </noinclude> | |
Latest revision as of 02:48, 21 March 2021
| Part of a series on |
| Machine learning and data mining |
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Machine-learning venues |
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