Difference between revisions of "Template:Machine learning bar"

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

Latest revision as of 02:48, 21 March 2021

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