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lines changed Original file line number Diff line number Diff line change @@ -167,23 +167,23 @@ Neural Networks | [Flux.jl](https://fluxml.ai/), [Knet](https://github.com/deni
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Decision Trees | [ DecisionTree.jl] ( https://github.com/bensadeghi/DecisionTree.jl )
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Clustering | [ Clustering.jl] ( https://github.com/JuliaStats/Clustering.jl ) , [ GaussianMixtures.jl] ( https://github.com/davidavdav/GaussianMixtures.jl )
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Missing imputation | [ Impute.jl] ( https://github.com/invenia/Impute.jl ) , [ Mice.jl] ( https://github.com/tom-metherell/Mice.jl )
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+ Variable importance | [ ShapML.jl ] ( https://github.com/nredell/ShapML.jl )
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## TODO
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### Short term
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- Implement autotuning of ` GaussianMixtureClusterer ` using ` BIC ` or ` AIC `
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- - Add Silhouette method to check cluster validity
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+ - < del > Add Silhouette method to check cluster validity</ del >
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- Implement PAM and/or variants for kmedoids
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### Mid/Long term
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- Add RNN support and improve convolutional layers speed
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- Reinforcement learning (Markov decision processes)
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- Standardize data sampling in training
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- - Convert to GPU
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+ - Add GPU
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## Contribute
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