Difference between revisions of "Template:Machine learning bar"

From blackwiki
Jump to navigation Jump to search
(Replaced content with 'Id forever want to be update on new articles on this internet site, bookmarked ! . egdegcedgbdaacad')
imported>GorillaWarfare
m (Reverted edits by 118.69.184.49 (talk) (HG) (3.1.20))
Line 1: Line 1:
Id  forever  want to be update on new  articles  on this internet site, bookmarked ! . egdegcedgbdaacad
+
{{Sidebar with collapsible lists
 +
| name = Machine learning bar
 +
| title = [[Machine learning]] and<br/>[[data mining]]
 +
| imagestyle = padding:0.25em 0.25em 0.75em;
 +
| image = [[File:Kernel Machine.svg|frameless]]
 +
| headingstyle = border-top:1px solid #aaa;
 +
 
 +
| list1title = Problems
 +
| list1 = <div class="hlist">
 +
* [[Statistical classification|Classification]]
 +
* [[Cluster analysis|Clustering]]
 +
* [[Regression analysis|Regression]]
 +
* [[Anomaly detection]]
 +
* [[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|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]]
 +
* [[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]]
 +
| list4 = <div class="hlist">
 +
* [[Factor analysis]]
 +
* [[Canonical correlation analysis|CCA]]
 +
* [[Independent component analysis|ICA]]
 +
* [[Linear discriminant analysis|LDA]]
 +
* [[Non-negative matrix factorization|NMF]]
 +
* [[Principal component analysis|PCA]]
 +
* [[t-distributed stochastic neighbor embedding|t-SNE]]
 +
</div>
 +
 
 +
| list5title = [[Structured prediction]]
 +
| list5 = <div class="hlist">
 +
* [[Graphical model]]s ([[Bayesian network|Bayes net]], [[Conditional random field|CRF]], [[Hidden Markov model|HMM]])
 +
</div>
 +
 
 +
| list6title = [[Anomaly detection]]
 +
| list6 = <div class="hlist">
 +
* [[k-nearest neighbors classification|''k''-NN]]
 +
* [[Local outlier factor]]
 +
</div>
 +
 
 +
| list7title = [[artificial neural network|Neural nets]]
 +
| list7 = <div class="hlist">
 +
* [[Autoencoder]]
 +
* [[Deep learning]]
 +
* [[Multilayer perceptron]]
 +
* [[Recurrent neural network|RNN]]
 +
* [[Restricted Boltzmann machine]]
 +
* [[Self-organizing map|SOM]]
 +
* [[Convolutional neural network]]
 +
</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 dilemma]]
 +
* [[Computational learning theory]]
 +
* [[Empirical risk minimization]]
 +
* [[Occam learning]]
 +
* [[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|NIPS]]
 +
* [[International Conference on Machine Learning|ICML]]
 +
* [[International Journal of Machine Learning and Cybernetics|IJMLC]]
 +
* [[Machine Learning (journal)|ML]]
 +
* [[Journal of Machine Learning Research|JMLR]]
 +
* [http://arxiv.org/list/cs.LG/recent ArXiv:cs.LG]
 +
</div>
 +
 
 +
| belowclass = plainlist
 +
| belowstyle = border-top:1px solid #aaa;border-bottom:1px solid #aaa;
 +
| below =
 +
* {{portal-inline|size=tiny|Machine learning}}
 +
 
 +
}}<noinclude>
 +
 
 +
{{doc
 +
  |content=
 +
[[Category:Computing templates]]
 +
[[Category:Statistics templates]]
 +
[[Category:Technology and applied science sidebar templates]]
 +
}}</noinclude>

Revision as of 21:59, 27 November 2016