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README.md

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@@ -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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