Difference between revisions of "Template:Machine learning bar"

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(added borders so sections easier to see, heading2 formatting, less cryptic linknames (mostly content4), list formatting, belowclass/style, added category)
imported>Eudamonic
(moved Glossary of artificial intelligence to Related articles)
 
(93 intermediate revisions by 53 users not shown)
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{{Sidebar
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{{Sidebar with collapsible lists
 
| name = Machine learning bar
 
| name = Machine learning bar
| title = [[Machine learning]] and<br/>[[data mining]]
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| pretitle = Part of a series on
| imagestyle = padding:0.25em 0.25em 0.75em;
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| title = [[Machine learning]]<br/>and<br/>[[data mining]]
| image = [[File:Linear-svm-scatterplot.svg|frameless|Scatterplot featuring a linear support vector machine's decision boundary (dashed line)]]
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| imagestyle =  
 +
| image = [[File:Multi-Layer Neural Network-Vector-Blank.svg|150px]]
 
| headingstyle = border-top:1px solid #aaa;
 
| headingstyle = border-top:1px solid #aaa;
  
| heading1 = Problems
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| list1title = Problems
| content1 = <div class="hlist">
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| list1 = <div class="hlist">
 
* [[Statistical classification|Classification]]
 
* [[Statistical classification|Classification]]
 
* [[Cluster analysis|Clustering]]
 
* [[Cluster analysis|Clustering]]
 
* [[Regression analysis|Regression]]
 
* [[Regression analysis|Regression]]
 
* [[Anomaly detection]]
 
* [[Anomaly detection]]
 +
* [[Automated machine learning|AutoML]]
 
* [[Association rule learning|Association rules]]
 
* [[Association rule learning|Association rules]]
 
* [[Reinforcement learning]]
 
* [[Reinforcement learning]]
 
* [[Structured prediction]]
 
* [[Structured prediction]]
 +
* [[Feature engineering]]
 
* [[Feature learning]]
 
* [[Feature learning]]
 
* [[Online machine learning|Online learning]]
 
* [[Online machine learning|Online learning]]
 
* [[Semi-supervised learning]]
 
* [[Semi-supervised learning]]
 +
* [[Unsupervised learning]]
 +
* [[Learning to rank]]
 
* [[Grammar induction]]
 
* [[Grammar induction]]
 
</div>
 
</div>
  
| heading2 = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }}
+
| list2title = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }}
| content2 = <div class="hlist">
+
| list2 = <div class="hlist">
 
* [[Decision tree learning|Decision trees]]
 
* [[Decision tree learning|Decision trees]]
* [[k-nearest neighbors classification|''k''-NN]]
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* [[Ensemble learning|Ensembles]]
 +
** [[Bootstrap aggregating|Bagging]]
 +
** [[Boosting (machine learning)|Boosting]]
 +
** [[Random forest]]
 +
* [[k-nearest neighbors algorithm|''k''-NN]]
 
* [[Linear regression]]
 
* [[Linear regression]]
 
* [[Naive Bayes classifier|Naive Bayes]]
 
* [[Naive Bayes classifier|Naive Bayes]]
* [[Artificial neural network|Neural network]]s
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* [[Artificial neural network]]s
 
* [[Logistic regression]]
 
* [[Logistic regression]]
 
* [[Perceptron]]
 
* [[Perceptron]]
* [[Support vector machine|Support vector machine (SVM)]]
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* [[Relevance vector machine|Relevance vector machine (RVM)]]
 +
* [[Support-vector machine|Support vector machine (SVM)]]
 
</div>
 
</div>
  
| heading3 = [[Cluster analysis|Clustering]]
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| list3title = [[Cluster analysis|Clustering]]
| content3 = <div class="hlist">
+
| list3 = <div class="hlist">
* [[BIRCH (data clustering)|BIRCH]]
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* [[BIRCH]]
 +
* [[CURE data clustering algorithm|CURE]]
 
* [[Hierarchical clustering|Hierarchical]]
 
* [[Hierarchical clustering|Hierarchical]]
 
* [[k-means clustering|''k''-means]]
 
* [[k-means clustering|''k''-means]]
* [[Expectation-maximization algorithm|Expectation-maximization (EM)]]
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* [[Expectation–maximization algorithm|Expectation–maximization (EM)]]
 
* <br/>[[DBSCAN]]
 
* <br/>[[DBSCAN]]
 
* [[OPTICS algorithm|OPTICS]]
 
* [[OPTICS algorithm|OPTICS]]
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</div>
 
</div>
  
| heading4 = [[Dimensionality reduction]]
+
| list4title = [[Dimensionality reduction]]
| content4 = <div class="plainlist">
+
| list4 = <div class="hlist">
 
* [[Factor analysis]]
 
* [[Factor analysis]]
* [[Canonical correlation analysis|Canonical correlation analysis (CCA)]]
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* [[Canonical correlation|CCA]]
* [[Independent component analysis|Independent component analysis (ICA)]]
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* [[Independent component analysis|ICA]]
* [[Linear discriminant analysis|Linear discriminant analysis (LDA)]]
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* [[Linear discriminant analysis|LDA]]
* [[Non-negative matrix factorization|Non-negative matrix factorization (NMF)]]
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* [[Non-negative matrix factorization|NMF]]
* [[Principal component analysis|Principal component analysis (PCA)]]
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* [[Principal component analysis|PCA]]
 +
* [[Proper generalized decomposition|PGD]]
 +
* [[t-distributed stochastic neighbor embedding|t-SNE]]
 
</div>
 
</div>
  
| heading5 = [[Ensemble learning]]
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| list5title = [[Structured prediction]]
| content5 = <div class="hlist">
+
| list5 = <div class="hlist">
* [[Bootstrap aggregating|Bagging]]
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* [[Graphical model]]s
* [[Boosting (machine learning)|Boosting]]
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** [[Bayesian network|Bayes net]]
* [[Random forest]]
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** [[Conditional random field]]
 +
** [[Hidden Markov model|Hidden Markov]]
 
</div>
 
</div>
  
| heading6 = [[Anomaly detection]]
+
| list6title = [[Anomaly detection]]
| content6 = <div class="hlist">
+
| list6 = <div class="hlist">
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[Local outlier factor]]
 
* [[Local outlier factor]]
 
</div>
 
</div>
  
| heading7 = Theory
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| list7title = [[Artificial neural network]]
| content7 = <div class="plainlist">
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| list7 = <div class="hlist">
* [[Bias-variance dilemma]]
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* [[Autoencoder]]
 +
* [[Cognitive computing]]
 +
* [[Deep learning]]
 +
* [[DeepDream]]
 +
* [[Multilayer perceptron]]
 +
* [[Recurrent neural network|RNN]]
 +
** [[Long short-term memory|LSTM]]
 +
** [[Gated recurrent unit|GRU]]
 +
** [[Echo state network|ESN]]
 +
* [[Restricted Boltzmann machine]]
 +
* [[Generative adversarial network|GAN]]
 +
* [[Self-organizing map|SOM]]
 +
* [[Convolutional neural network]]
 +
** [[U-Net]]
 +
* [[Transformer (machine learning model)|Transformer]]
 +
* [[Spiking neural network]]
 +
* [[Memtransistor]]
 +
* [[Electrochemical RAM]] (ECRAM)
 +
</div>
 +
 
 +
| list8title = [[Reinforcement learning]]
 +
| list8 = <div class="hlist">
 +
* [[Q-learning]]
 +
* [[State–action–reward–state–action|SARSA]]
 +
* [[Temporal difference learning|Temporal difference (TD)]]
 +
</div>
 +
 
 +
| list9title = Theory
 +
| list9 = <div class="hlist">
 +
* [[Bias–variance tradeoff]]
 
* [[Computational learning theory]]
 
* [[Computational learning theory]]
 
* [[Empirical risk minimization]]
 
* [[Empirical risk minimization]]
* [[Probably approximately correct learning|Probably approximately correct (PAC) learning]]
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* [[Occam learning]]
* [[Vapnik–Chervonenkis theory|Vapnik–Chervonenkis (VC) theory]]
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* [[Probably approximately correct learning|PAC learning]]
 +
* [[Statistical learning theory|Statistical learning]]
 +
* [[Vapnik–Chervonenkis theory|VC theory]]
 +
</div>
 +
 
 +
| list10title = Machine-learning venues
 +
| list10 = <div class="hlist">
 +
* [[Conference on Neural Information Processing Systems|NeurIPS]]
 +
* [[International Conference on Machine Learning|ICML]]
 +
* [[Machine Learning (journal)|ML]]
 +
* [[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>
  
| belowclass = plainlist
 
| belowstyle = border-top:1px solid #aaa;border-bottom:1px solid #aaa;
 
| below =
 
* {{portal-inline|size=tiny|Computer science}}
 
* {{portal-inline|size=tiny|Statistics}}
 
  
 
}}<noinclude>
 
}}<noinclude>
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{{doc
 
{{doc
 
  |content=
 
  |content=
[[Category:Computing templates]]
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}}
 
[[Category:Statistics templates]]
 
[[Category:Statistics templates]]
[[Category: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

50px Template documentation[create]