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# Classification
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- See these examples from tests :
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+ See these examples from the JuliaTestAPI.jl test suite :
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- - [ perceptron classifier] ( https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/gradient_descent.jl )
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+ - [ perceptron
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+ classifier] ( https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/gradient_descent.jl )
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# Density Estimation
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- See these examples from tests :
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+ See these examples from the JuliaTestAPI.jl test suite :
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- - [ normal distribution estimator] ( https://github.com/JuliaAI/LearnAPI .jl/blob/dev/test/patterns/incremental_algorithms.jl )
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+ - [ normal distribution estimator] ( https://github.com/JuliaAI/LearnTestAPI .jl/blob/dev/test/patterns/incremental_algorithms.jl )
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# Ensembling
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- See [ this
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- example] ( https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/ensembling.jl )
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- from tests.
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+ See these examples from the JuliaTestAPI.jl test suite:
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+
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+ - [ bagged ensembling of a regression model] ( https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/ensembling.jl )
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+
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# Feature Engineering
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- For a simple feature selection algorithm (no "learning) see
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- [ these examples] ( https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/static_algorithms.jl ) from tests.
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+ See these examples from the JuliaTestAI.jl test suite:
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+
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+ - [ feature
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+ selectors] ( https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/static_algorithms.jl )
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+ from tests.
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# Gradient Descent
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- See [ this
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- example] ( https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/gradient_descent.jl )
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- from tests.
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+ See these examples from the JuliaTestAI.jl test suite:
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+
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+ - [ perceptron
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+ classifier] ( https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/gradient_descent.jl )
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# Incremental Algorithms
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- See these examples from tests :
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+ See these examples from the JuliaTestAI.jl test suite :
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- - [ normal distribution estimator] ( https://github.com/JuliaAI/LearnAPI .jl/blob/dev/test/patterns/incremental_algorithms.jl )
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+ - [ normal distribution estimator] ( https://github.com/JuliaAI/LearnTestAPI .jl/blob/dev/test/patterns/incremental_algorithms.jl )
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# Iterative Algorithms
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- See these examples from tests :
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+ See these examples from the JuliaTestAI.jl test suite :
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- - [ bagged ensembling] ( https://github.com/JuliaAI/LearnAPI .jl/blob/dev/test/patterns/ensembling.jl )
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+ - [ bagged ensembling] ( https://github.com/JuliaAI/LearnTestAPI .jl/blob/dev/test/patterns/ensembling.jl )
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- - [ perceptron classifier] ( https://github.com/JuliaAI/LearnAPI .jl/blob/dev/test/patterns/gradient_descent.jl )
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+ - [ perceptron classifier] ( https://github.com/JuliaAI/LearnTestAPI .jl/blob/dev/test/patterns/gradient_descent.jl )
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# Meta-algorithms
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- Many meta-algorithms are can be implemented as wrappers. An example is [ this bagged
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+ Many meta-algorithms are can be implemented as wrappers. An example is [ this bagged
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ensemble
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- algorithm] ( https://github.com/JuliaAI/LearnAPI .jl/blob/dev/test/patterns/ensembling.jl )
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+ algorithm] ( https://github.com/JuliaAI/LearnTestAPI .jl/blob/dev/test/patterns/ensembling.jl )
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from tests.
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# Regression
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- See [ these
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- examples] ( https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/regression.jl )
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- from tests.
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+ See these examples from the JuliaTestAI.jl test suite:
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+
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+ - [ ridge
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+ regression] ( https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/regression.jl )
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+
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# Static Algorithms
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- See [ these
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- examples] ( https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/static_algorithms.jl )
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- from tests.
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+ See these examples from the JuliaTestAI.jl test suite:
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+
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+ - [ feature
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+ selection] ( https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/static_algorithms.jl )
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