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As of now, the group Lasso regularizer is not compatible with pytrees, but only with arrays.
The fundamental difference is that when we pass a model matrix in array format, parameters are grouped ba…
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### ML-Crate Repository (Proposing new issue)
:red_circle: **Project Title** : Telecom Dataset Analysis
:red_circle: **Aim** : Create a bunch of ML models to analyze the telecom dataset.
:red_circl…
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(where is my code, I don't see it in #2374, not committed anywhere?)
main references are Jianqing Fan and coauthors
the following two are very recent, and the Wang/Leng article seems to have a good …
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TabNet ([paper](https://arxiv.org/abs/1908.07442)) has been implemented in R recently ([mlverse/tabnet](https://github.com/mlverse/tabnet), even it is based on torch package !), it is known for its go…
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In ES we are updating a realization, $j$, of a parameter $x_i$ according to
$$x_{i,j}^a = x_{i,j}^f + K_{EnKF} (d_j-y_j)$$
where "a" means "analyzed" (posterior), and "f" means forecasted (prio…
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## Prelude / Prior Work
- https://github.com/kurtzace/complete-data-science-bootcamp-excercises
- [AI notes 2023](https://github.com/kurtzace/diary2023/issues/13)
- [Other data science steps taken …
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### ML-Crate Repository (Proposing new issue)
:red_circle: **Project Title** : Audio Classification
:red_circle: **Aim** : The aim of this project is to classify audio files.
:red_circle: **Dataset…
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The `penalty` argument in `linear_reg()` and `logistic_reg()` only applies to `glmnet`, `keras` and `spark`. I think this could be added to `stan` with a slight change. This code shows the setup for `…
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Let's make a list here of analyses we should support.
Model comparison
- [x] anova()
Regression
- [x] glm()
- [x] MANOVA
- [ ] ridge
- [ ] lasso
- [ ] elastic net
Multilevel
- [x] lme…