Difference between revisions of "Template:Machine learning bar"

From blackwiki
Jump to navigation Jump to search
imported>Qwertyus
(collapsible lists)
imported>Eudamonic
(moved Glossary of artificial intelligence to Related articles)
 
(55 intermediate revisions by 42 users not shown)
Line 1: Line 1:
 
{{Sidebar with collapsible lists
 
{{Sidebar with collapsible lists
 
| name = Machine learning bar
 
| name = Machine learning bar
| title = [[Machine learning]] and<br/>[[data mining]]
+
| pretitle = Part of a series on
| imagestyle = padding:0.25em 0.25em 0.75em;
+
| title = [[Machine learning]]<br/>and<br/>[[data mining]]
| image = [[File:Kernel Machine.png|frameless]]
+
| imagestyle =  
 +
| image = [[File:Multi-Layer Neural Network-Vector-Blank.svg|150px]]
 
| headingstyle = border-top:1px solid #aaa;
 
| headingstyle = border-top:1px solid #aaa;
  
 
| list1title = Problems
 
| list1title = Problems
| list1 =
+
| 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]]
Line 22: Line 24:
 
* [[Learning to rank]]
 
* [[Learning to rank]]
 
* [[Grammar induction]]
 
* [[Grammar induction]]
 +
</div>
  
 
| list2title = {{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]]''')}}}} }}
| list2 =
+
| list2 = <div class="hlist">
 
* [[Decision tree learning|Decision trees]]
 
* [[Decision tree learning|Decision trees]]
* [[Ensemble learning|Ensembles]] ([[Bootstrap aggregating|Bagging]], [[Boosting (machine learning)|Boosting]], [[Random forest]])
+
* [[Ensemble learning|Ensembles]]
 +
** [[Bootstrap aggregating|Bagging]]
 +
** [[Boosting (machine learning)|Boosting]]
 +
** [[Random forest]]
 
* [[k-nearest neighbors algorithm|''k''-NN]]
 
* [[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
+
* [[Artificial neural network]]s
 
* [[Logistic regression]]
 
* [[Logistic regression]]
 
* [[Perceptron]]
 
* [[Perceptron]]
 
* [[Relevance vector machine|Relevance vector machine (RVM)]]
 
* [[Relevance vector machine|Relevance vector machine (RVM)]]
* [[Support vector machine|Support vector machine (SVM)]]
+
* [[Support-vector machine|Support vector machine (SVM)]]
 +
</div>
  
 
| list3title = [[Cluster analysis|Clustering]]
 
| list3title = [[Cluster analysis|Clustering]]
| list3 =
+
| list3 = <div class="hlist">
 
* [[BIRCH]]
 
* [[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)]]
+
* [[Expectation–maximization algorithm|Expectation–maximization (EM)]]
 
* <br/>[[DBSCAN]]
 
* <br/>[[DBSCAN]]
 
* [[OPTICS algorithm|OPTICS]]
 
* [[OPTICS algorithm|OPTICS]]
 
* [[Mean-shift]]
 
* [[Mean-shift]]
 +
</div>
  
 
| list4title = [[Dimensionality reduction]]
 
| list4title = [[Dimensionality reduction]]
| list4 =
+
| list4 = <div class="hlist">
 
* [[Factor analysis]]
 
* [[Factor analysis]]
* [[Canonical correlation analysis|CCA]]
+
* [[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>
  
 
| list5title = [[Structured prediction]]
 
| list5title = [[Structured prediction]]
| list5
+
| list5 = <div class="hlist">
* [[Graphical model]]s ([[Bayesian network|Bayes net]], [[Conditional random field|CRF]], [[Hidden Markov model|HMM]])
+
* [[Graphical model]]s  
 +
** [[Bayesian network|Bayes net]]
 +
** [[Conditional random field]]
 +
** [[Hidden Markov model|Hidden Markov]]
 +
</div>
  
 
| list6title = [[Anomaly detection]]
 
| list6title = [[Anomaly detection]]
| list6 =
+
| list6 = <div class="hlist">
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[k-nearest neighbors classification|''k''-NN]]
 
* [[Local outlier factor]]
 
* [[Local outlier factor]]
 +
</div>
  
| list7title = [[artificial neural network|Neural nets]]
+
| list7title = [[Artificial neural network]]
| list7 =
+
| 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 = Theory
+
| list8title = [[Reinforcement learning]]
| list8 =
+
| list8 = <div class="hlist">
* [[Bias-variance dilemma]]
+
* [[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]]
Line 85: Line 119:
 
* [[Statistical learning theory|Statistical learning]]
 
* [[Statistical learning theory|Statistical learning]]
 
* [[Vapnik–Chervonenkis theory|VC theory]]
 
* [[Vapnik–Chervonenkis theory|VC theory]]
 +
</div>
  
| list9title = Machine learning venues
+
| list10title = Machine-learning venues
| list9 =
+
| list10 = <div class="hlist">
* [[Conference on Neural Information Processing Systems|NIPS]]
+
* [[Conference on Neural Information Processing Systems|NeurIPS]]
 
* [[International Conference on Machine Learning|ICML]]
 
* [[International Conference on Machine Learning|ICML]]
 +
* [[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]
+
* [https://arxiv.org/list/cs.LG/recent ArXiv:cs.LG]
 +
</div>
  
| list10title = Data mining venues
+
| list11title = Related articles
| list10 =
+
| list11 = <div class="hlist">
* [[ACM SIGKDD Conference on Knowledge Discovery and Data Mining|KDD]]
+
* [[Glossary of artificial intelligence]]
* [[International Conference on Data Mining|ICDM]]
+
* [[List of datasets for machine-learning research]]
* [[SIAM International Conference on Data Mining|SDM]]
+
* [[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>
Line 109: Line 142:
 
{{doc
 
{{doc
 
  |content=
 
  |content=
[[Category:Computing templates]]
+
}}
 
[[Category:Statistics templates]]
 
[[Category:Statistics templates]]
[[Category:Technology and applied science sidebar templates]]
+
[[Category:Computer science sidebar templates‎]]
}}</noinclude>
+
</noinclude>

Latest revision as of 02:48, 21 March 2021