Template:Machine learning: Difference between revisions
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<templatestyles src="Machine learning/styles.css"/> | |||
{{Sidebar with collapsible lists | {{Sidebar with collapsible lists | ||
| name = Machine learning | | name = Machine learning | ||
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| headingstyle = | | headingstyle = | ||
| titlestyle = | | titlestyle = | ||
| listtitlestyle = border-top:1px solid #aaa;text-align:center | | listtitlestyle = border-top:1px solid #aaa; text-align:center; | ||
| listclass = hlist | | listclass = hlist | ||
| expanded = {{{expanded|{{{1|none}}}}}} | | expanded = {{{expanded|{{{1|none}}}}}} | ||
| liststyle = background-color: #FFFFFF; | |||
| list1title = Paradigms | | list1title = Paradigms | ||
| list1name = Paradigms | | list1name = Paradigms | ||
| list1class = machine-learning-list-title | |||
| list1 = | | list1 = | ||
* [[Supervised learning]] | * [[Supervised learning]] | ||
* [[Unsupervised learning]] | * [[Unsupervised learning]] | ||
* [[Semi-supervised learning]] | * [[Semi-supervised learning]] | ||
* [[Self-supervised learning]] | * [[Self-supervised learning]] | ||
* [[Reinforcement learning]] | * [[Reinforcement learning]] | ||
* [[Meta-learning (computer science)|Meta-learning]] | |||
* [[Online machine learning|Online learning]] | |||
* [[Batch learning]] | |||
* [[Curriculum learning]] | * [[Curriculum learning]] | ||
* [[Rule-based machine learning|Rule-based learning]] | * [[Rule-based machine learning|Rule-based learning]] | ||
* [[Neuro-symbolic AI]] | |||
* [[Neuromorphic engineering]] | |||
* [[Quantum machine learning]] | * [[Quantum machine learning]] | ||
| list2title = Problems | | list2title = Problems | ||
| list2name = Problems | | list2name = Problems | ||
| list2class = machine-learning-list-title | |||
| list2 = | | list2 = | ||
* [[Statistical classification|Classification]] | * [[Statistical classification|Classification]] | ||
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* [[Ontology learning]] | * [[Ontology learning]] | ||
* [[Multimodal learning]] | * [[Multimodal learning]] | ||
| list3title = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }} | | list3title = {{longitem |[[Supervised learning]]<br/>{{nobold|{{small|('''[[Statistical classification|classification]]'''{{•}}'''[[Regression analysis|regression]]''')}}}} }} | ||
| list3name = Supervised learning | | list3name = Supervised learning | ||
| list3class = machine-learning-list-title | |||
| list3 = | | list3 = | ||
* [[Apprenticeship learning]] | * [[Apprenticeship learning]] | ||
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| list4title = [[Cluster analysis|Clustering]] | | list4title = [[Cluster analysis|Clustering]] | ||
| list4name = Clustering | | list4name = Clustering | ||
| list4class = machine-learning-list-title | |||
| list4 = | | list4 = | ||
* [[BIRCH]] | * [[BIRCH]] | ||
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| list5title = [[Dimensionality reduction]] | | list5title = [[Dimensionality reduction]] | ||
| list5name = Dimensionality reduction | | list5name = Dimensionality reduction | ||
| list5class = machine-learning-list-title | |||
| list5 = | | list5 = | ||
* [[Factor analysis]] | * [[Factor analysis]] | ||
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| list6title = [[Structured prediction]] | | list6title = [[Structured prediction]] | ||
| list6name = Structured prediction | | list6name = Structured prediction | ||
| list6class = machine-learning-list-title | |||
| list6 = | | list6 = | ||
* [[Graphical model]]s | * [[Graphical model]]s | ||
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| list7title = [[Anomaly detection]] | | list7title = [[Anomaly detection]] | ||
| list7name = Anomaly detection | | list7name = Anomaly detection | ||
| list7class = machine-learning-list-title | |||
| list7 = | | list7 = | ||
* [[Random sample consensus|RANSAC]] | * [[Random sample consensus|RANSAC]] | ||
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| list8title = [[Artificial neural network]] | | list8title = [[Artificial neural network]] | ||
| list8name = Artificial neural network | | list8name = Artificial neural network | ||
| list8class = machine-learning-list-title | |||
| list8 = | | list8 = | ||
* [[Autoencoder]] | * [[Autoencoder]] | ||
* [[Deep learning]] | * [[Deep learning]] | ||
* [[Feedforward neural network]] | * [[Feedforward neural network]] | ||
* [[Recurrent neural network]] | * [[Recurrent neural network]] | ||
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** [[Echo state network|ESN]] | ** [[Echo state network|ESN]] | ||
** [[reservoir computing]] | ** [[reservoir computing]] | ||
* [[Restricted Boltzmann machine]] | * [[Boltzmann machine]] | ||
** [[Restricted Boltzmann machine|Restricted]] | |||
* [[Generative adversarial network|GAN]] | * [[Generative adversarial network|GAN]] | ||
* [[Diffusion model]] | * [[Diffusion model]] | ||
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* [[Convolutional neural network]] | * [[Convolutional neural network]] | ||
** [[U-Net]] | ** [[U-Net]] | ||
** [[LeNet]] | |||
** [[AlexNet]] | |||
** [[DeepDream]] | |||
* [[Neural radiance field]] | |||
* [[Transformer (machine learning model)|Transformer]] | * [[Transformer (machine learning model)|Transformer]] | ||
** [[Vision transformer|Vision]] | ** [[Vision transformer|Vision]] | ||
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| list9title = [[Reinforcement learning]] | | list9title = [[Reinforcement learning]] | ||
| list9name = Reinforcement learning | | list9name = Reinforcement learning | ||
| list9class = machine-learning-list-title | |||
| list9 = | | list9 = | ||
* [[Q-learning]] | * [[Q-learning]] | ||
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| list10title = Learning with humans | | list10title = Learning with humans | ||
| list10name = Learning with humans | | list10name = Learning with humans | ||
| list10class = machine-learning-list-title | |||
| list10 = | | list10 = | ||
* [[Active learning (machine learning)|Active learning]] | * [[Active learning (machine learning)|Active learning]] | ||
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| list11title = Model diagnostics | | list11title = Model diagnostics | ||
| list11name = Model diagnostics | | list11name = Model diagnostics | ||
| list11class = machine-learning-list-title | |||
| list11 = | | list11 = | ||
* [[Coefficient of determination]] | * [[Coefficient of determination]] | ||
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| list12title = Mathematical foundations | | list12title = Mathematical foundations | ||
| list12name = Mathematical foundations | | list12name = Mathematical foundations | ||
| list12class = machine-learning-list-title | |||
| list12 = | | list12 = | ||
* [[Kernel machines]] | * [[Kernel machines]] | ||
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* [[Vapnik–Chervonenkis theory|VC theory]] | * [[Vapnik–Chervonenkis theory|VC theory]] | ||
| list13title = | | list13title = Journals and conferences | ||
| list13name = | | list13name = Journals and conferences | ||
| list13class = machine-learning-list-title | |||
| list13 = | | list13 = | ||
* [[ECML PKDD]] | * [[ECML PKDD]] | ||
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| list14title = Related articles | | list14title = Related articles | ||
| list14name = Related articles | | list14name = Related articles | ||
| list14class = machine-learning-list-title | |||
| list14 = | | list14 = | ||
* [[Glossary of artificial intelligence]] | * [[Glossary of artificial intelligence]] | ||
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}}<noinclude> | }}<noinclude> | ||
{{Uses TemplateStyles|Template:Machine learning/styles.css}} | |||
[[Category:Statistics sidebar templates]] | [[Category:Statistics sidebar templates]] | ||
[[Category:Computer science sidebar templates]] | [[Category:Computer science sidebar templates]] | ||
</noinclude> | </noinclude> | ||
Revision as of 07:25, 20 December 2024
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