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    Welcome to '''Marovi''' — a collaborative knowledge base for mathematics, machine learning, and multilingual education.
    Welcome to '''Marovi''' — a multilingual learning platform for mathematics, machine learning, and technical research.


    == Featured articles ==
    == Recently updated ==


    * [[Attention Mechanisms]] — The key innovation behind modern Transformer architectures and large language models.
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    * [[Neural Networks]] — From biological inspiration to universal function approximation.
    {{RecentArticles}}
    * [[Gradient Descent]] — The fundamental optimisation algorithm powering machine learning.
    </div>
    * [[Stochastic Gradient Descent]] — The iterative optimisation algorithm behind modern ML training.
    * [[Convolutional Neural Networks]] — Architectures that revolutionised computer vision.


    <div style="display: flex; gap: 24px; flex-wrap: wrap; margin: 20px 0;">
    <div style="flex: 1; min-width: 280px;">
    == Browse by topic ==
    == Browse by topic ==


    {| class="wikitable" style="width: 100%;"
    * [[:Category:Machine learning|Machine Learning]] Core concepts, algorithms, and techniques for learning from data.
    |-
    * [[:Category:Deep learning|Deep Learning]] Neural network architectures, training techniques, and modern methods.
    | [[Machine Learning|'''Machine Learning''']]<br/>Core concepts, algorithms, and techniques for learning from data.
    * [[:Category:Natural language processing|Natural Language Processing]] Text understanding, language models, and NLP methods.
    | [[Deep Learning|'''Deep Learning''']]<br/>Neural network architectures, training techniques, and modern methods.
    * [[:Category:Optimisation algorithms|Optimization]] Algorithms and methods for training machine learning models.
    |-
    * [[:Category:Statistics|Statistics]] Statistical foundations, probability, and inference methods.
    | [[Natural Language Processing|'''Natural Language Processing''']]<br/>Text understanding, language models, and NLP methods.
    | [[Optimization|'''Optimisation''']]<br/>Algorithms and methods for training machine learning models.
    |-
    | [[Statistics|'''Statistics''']]<br/>Statistical foundations, probability, and inference methods.
    |
    |}


    == Browse by type ==
    == Browse by type ==
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    * [[:Category:Summaries|Summaries]] — Concise overviews of articles and papers
    * [[:Category:Summaries|Summaries]] — Concise overviews of articles and papers


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    == Notable papers ==
    == Notable papers ==


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    * [[Deep Residual Learning for Image Recognition]] (2016) — ResNet and skip connections
    * [[Deep Residual Learning for Image Recognition]] (2016) — ResNet and skip connections
    * [[Generative Adversarial Nets]] (2014) — The GAN framework
    * [[Generative Adversarial Nets]] (2014) — The GAN framework
    == Languages ==
    Content is available in:
    * '''English''' — primary language
    * '''Español''' — [[Main Page/es|página principal]]
    * '''中文''' — coming soon
    </div>
    </div>


    == About Marovi ==
    == About Marovi ==


    Marovi aims to make technical knowledge accessible across languages. Our content is enriched through AI-assisted translation and quality pipelines, ensuring accurate and readable articles in multiple languages.
    Marovi makes dense technical material easier to learn from. Articles include inline summaries, glossary popups for technical terms, and cross-references between related articles and research papers. Content is enriched through AI-assisted translation and quality pipelines.


    == Getting started ==
    == Getting Started ==


    * Browse articles by [[Special:Categories|category]]
    * Browse articles by [[Special:Categories|category]]
    * [[Special:RecentChanges|Recent changes]]
    * [[Special:RecentChanges|Recent changes]]
    * [[Special:AllPages|All pages]]
    * [[Special:AllPages|All pages]]

    Latest revision as of 06:05, 24 April 2026

    Welcome to Marovi — a multilingual learning platform for mathematics, machine learning, and technical research.

    Recently updated

    Browse by topic

    • Machine Learning — Core concepts, algorithms, and techniques for learning from data.
    • Deep Learning — Neural network architectures, training techniques, and modern methods.
    • Natural Language Processing — Text understanding, language models, and NLP methods.
    • Optimization — Algorithms and methods for training machine learning models.
    • Statistics — Statistical foundations, probability, and inference methods.

    Browse by type

    • Research Papers — Articles about notable publications in ML and AI
    • Summaries — Concise overviews of articles and papers

    Notable papers

    Languages

    Content is available in:

    About Marovi

    Marovi makes dense technical material easier to learn from. Articles include inline summaries, glossary popups for technical terms, and cross-references between related articles and research papers. Content is enriched through AI-assisted translation and quality pipelines.

    Getting Started