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At scikit-learn we've been struggling a lot with finding and fixing errors in the sphinx built.
We're using automethod, autoclass and automodule with numpydoc.
A problem we keep running into is that a…
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Ridge Regression under Regularization to handle underfitting or overfitting
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Hi Robyn team,
Thanks for the great package ! I have been experimenting with it and seeing positive results. My question is somewhat related to #79 . For that issue resolution, you mentioned that …
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/Chapter03/03.04-Applying-Lasso-and-Ridge-Regression.ipynb
error:
"""
For the ridge regression algorithm, we would change the preceding line of code to the following:
In [19]: ridgereg = linear_mo…
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Hi,
Thank you for your paper and this repo.
I have a question about the output of the pre-trained dct classifier. When I run the code as instructed in the readme:
```
python run_classifier.py…
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I'm running into trouble when trying to use the `.fit()` method of FracRidgeRegressor where x has only one column.
```
fracs_ = np.arange(0., 1., .05)
fr = FracRidgeRegressor(fracs=fracs_, fit_in…
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**Problem Description**
This is just a note while looking into the architecture
While dynamics_model is a parent class of different models, there seems to be quite some code that are identical, bu…
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- [ ] DBSCAN (Phillip)
- [x] KNN ( Corey) #2210
- [ ] UMAP (Victor and Corey) #1985
- [ ] T-SNE
- [ ] Spectral clustering / embedding
- [ ] Random projection
- [ ] Random Forest
- [ ] K-Means…
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Good afternoon-
I'm benchmarking the performance of this network inference tool and I'd just like to double-check that the workflow that I have is appropriate to generate a GRN from single-cell dat…
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Currently, there is only `KernelRidge`, which implements ridge regression in the dual.
It would be useful to have an implementation in the primal, to be more efficient when `n_features > n_samples`.
…