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Allow to pass a semi-positive matrix such that the objective function is
```
β = inv(X.'W * X + Γ) * X.'W * y
```
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Hold down left and drag a square over a bunch of connection so you can combine them all (you can uncombine later if you want)
On second thought maybe a square is a bad idea and a lasso / a hold…
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Using 100 KDE features and all the categorical variables, I end up with a dataset that's `840x6578` so I'm inclined to do ridge regression. I tried to implement it in Stan but it's taking forever to s…
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for compactor_param, mask in compactor_mask_dict.items():####################单独设置compactor的梯度信息,加上lasso_grad梯度
compactor_param.grad.data = mask * compactor_param.grad.data
lasso_grad…
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How to implement SummarizedExperiment class?
1) we can create a function for creating SummarizedExperiment based on feature counts and sample metadata, see below.
2) Should SummarizedExperiment func…
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Hi All,
Want to use this issue as disc-n for the titled topic.
IMHO, bulk operations are really important for any world editor:
1) we can apply the same material to multiple game objects
2) we can se…
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I am trying to figure out how glmnet picks lambda_max, the starting value for its regularization path, for the multivariate gaussian model but haven't been able to get it right. I understand that it s…
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您好！我在使用您的代码尝试进行复现时出现了报错，报错位置在`function.R`文件第`320`行，代码及报错如下：
```
fit_result 1
```
经调查，这是由于`grplasso`方法中的`penscale`变量要求输入一个以列表为参数的函数，而在您定义的`penscale(x)`函数中
```
penscale
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### Problem
``LogisticGroupLasso`` doesn't give the same regression coefficient as scikit-learn ``LogisticRegression`` when fitted on groups with size 1.
### Expected behavior
Group logistic regr…
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Modify our `Solver` class to respect the jaxopt API, which require a run and and update method.
`jaxopt` solvers requires different calls to run properly, for example proximal methods require a pro…