Computing Atlas

How Computing Was Built
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This dimension sorts algorithms by their basic category, sorting, searching, graph or numerical. Wikipedia defines an algorithm as "any well-defined set of instructions that when followed terminates after a finite number of steps that comprise a solution to a given computational problem." Browsing by category keeps algorithms solving the same kind of problem grouped together.

Facts
Comparison
Era of Emergence
1949 CE 1
Category

Clustering Algorithms

Machine Learning Algorithm
11 entries

Decision Tree and Ensemble Learning Algorithms

Machine Learning Algorithm
10 entries

Dimensionality Reduction and Matrix Factorization Algorithms

Machine Learning Algorithm
4 entries

Neural Generative and Image Synthesis Methods

Machine Learning Algorithm
2 entries

Neural Network Training and Representation Algorithms

Machine Learning Algorithm
4 entries

Outlier Detection Algorithms

Machine Learning Algorithm
2 entries

Pattern Mining and Recommendation Algorithms

Machine Learning Algorithm
4 entries

Probabilistic Inference and Sampling Algorithms

Machine Learning Algorithm
12 entries

Reinforcement Learning and Bandit Algorithms

Machine Learning Algorithm
5 entries

Supervised and Online Learning Algorithms

Machine Learning Algorithm
5 entries
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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