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Revert "changed readme"
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This reverts commit be03ca6.
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sylvaticus committed May 24, 2024
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6 changes: 3 additions & 3 deletions README.md
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Expand Up @@ -167,23 +167,23 @@ Neural Networks | [Flux.jl](https://fluxml.ai/), [Knet](https://github.com/deni
Decision Trees | [DecisionTree.jl](https://github.com/bensadeghi/DecisionTree.jl)
Clustering | [Clustering.jl](https://github.com/JuliaStats/Clustering.jl), [GaussianMixtures.jl](https://github.com/davidavdav/GaussianMixtures.jl)
Missing imputation | [Impute.jl](https://github.com/invenia/Impute.jl), [Mice.jl](https://github.com/tom-metherell/Mice.jl)
Variable importance | [ShapML.jl](https://github.com/nredell/ShapML.jl)



## TODO

### Short term

- Implement autotuning of `GaussianMixtureClusterer` using `BIC` or `AIC`
- <del>Add Silhouette method to check cluster validity</del>
- Add Silhouette method to check cluster validity
- Implement PAM and/or variants for kmedoids

### Mid/Long term

- Add RNN support and improve convolutional layers speed
- Reinforcement learning (Markov decision processes)
- Standardize data sampling in training
- Add GPU
- Convert to GPU

## Contribute

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