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fix links for patterns to point to LearnTestAPI.jl
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# Classification | ||
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See these examples from tests: | ||
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) | ||
- [perceptron | ||
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: | ||
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) | ||
- [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 | ||
example](https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/ensembling.jl) | ||
from tests. | ||
See these examples from the JuliaTestAPI.jl test suite: | ||
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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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# Feature Engineering | ||
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For a simple feature selection algorithm (no "learning) see | ||
[these examples](https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/static_algorithms.jl) from tests. | ||
See these examples from the JuliaTestAI.jl test suite: | ||
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- [feature | ||
selectors](https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/static_algorithms.jl) | ||
from tests. |
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# Gradient Descent | ||
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See [this | ||
example](https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/gradient_descent.jl) | ||
from tests. | ||
See these examples from the JuliaTestAI.jl test suite: | ||
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- [perceptron | ||
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: | ||
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) | ||
- [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: | ||
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) | ||
- [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) | ||
- [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 | ||
Many meta-algorithms are can be implemented as wrappers. An example is [this bagged | ||
ensemble | ||
algorithm](https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/ensembling.jl) | ||
algorithm](https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/ensembling.jl) | ||
from tests. | ||
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# Regression | ||
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See [these | ||
examples](https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/regression.jl) | ||
from tests. | ||
See these examples from the JuliaTestAI.jl test suite: | ||
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- [ridge | ||
regression](https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/regression.jl) | ||
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# Static Algorithms | ||
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See [these | ||
examples](https://github.com/JuliaAI/LearnAPI.jl/blob/dev/test/patterns/static_algorithms.jl) | ||
from tests. | ||
See these examples from the JuliaTestAI.jl test suite: | ||
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- [feature | ||
selection](https://github.com/JuliaAI/LearnTestAPI.jl/blob/dev/test/patterns/static_algorithms.jl) | ||
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