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Group

This page names the family of related algorithms that a specific algorithm belongs to. Wikipedia notes that an algorithm produces "a solution to a given computational problem," and many algorithms solving the same problem form a recognized family or group. Browsing this way moves between an algorithm and its close relatives.

Facts

Comparison

Era of Emergence

1949 CE 1

Group

Sources

1. Wikipedia: Machine learning

WikipediaMachine learning, History section

Quote, Machine learning, History section

In 1949, Canadian psychologist Donald Hebb published the book The Organization of Behavior, in which he introduced a theoretical neural structure formed by certain interactions among nerve cells.

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Group

Clustering Algorithms

Decision Tree and Ensemble Learning Algorithms

Dimensionality Reduction and Matrix Factorization Algorithms

Neural Generative and Image Synthesis Methods

Neural Network Training and Representation Algorithms

Outlier Detection Algorithms

Pattern Mining and Recommendation Algorithms

Probabilistic Inference and Sampling Algorithms

Reinforcement Learning and Bandit Algorithms

Supervised and Online Learning Algorithms