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Rubygem-ai4r
Jul 20, 2023
Various Ruby artificial intelligence algorithm implementations
AI4R is a collection of ruby algorithms implementations, covering several Artificial intelligence fields. It implements
- Genetic algorithms
- Self-organized maps SOM
- Neural Networks
- Multilayer perceptron with Backpropagation learning
- Hopfield net
- Automatic classifiers Machine Learning
- ID3 Decision Trees
- PRISM J. Cendrowska, 1987
- Multilayer Perceptron
- OneR AKA One Attribute Rule, 1R
- ZeroR
- Hyperpipes
- Naive Bayes
- IB1 D. Aha, D. Kibler - 1991
- Data clustering
- K-means, Bisecting K-means
- Single linkage, Complete linkage, Average linkage, Weighted Average linkage, Centroid linkage, Median linkage, Ward’s method linkage
- Diana Divisive Analysis
Checkout these related ports:
- Zx - MQT ZX A library for working with ZX-diagrams
- Zotero - Reference management for bibliographic data and research materials
- Yoda - Particle physics package with classes for data analysis, histogramming
- Xtb - Semiempirical Extended Tight-Binding Program Package
- Xmakemol - Molecule Viewer Program Based on Motif Widget
- Xdrawchem - Two-dimensional molecule drawing program
- Xcrysden - Crystalline and molecular structure visualisation program
- Xcfun - Exchange-correlation functionals with arbitrary-order derivatives
- Wxmacmolplt - Graphical user interface principally for the GAMESS program
- Wwplot - Plotting tool for experimental physics classes
- Wannier90 - Maximally-localized Wannier functions (MLWFs) and Wannier90
- Votca - CSG and XTP libraries for atomistic simulations
- Voro++ - Three-dimensional computations of the Voronoi tessellation
- Vmd - Molecular visualization program
- Vipster - Crystalline and molecular structure visualisation program