-
Of the convex solvers we have so far, most have the structure that `f` is not composed, and the compositions with operators happen in the `g` functional(s). Only PDHG does it the other way around.
…
-
Hello, great work on your paper.
Results of the algorithm look promising. Unfortunately, it seems like I'll have to call `solve()` method with all training dataset to cluster any new data every ti…
-
Hello,
I am trying to fit a linear regression model from a dask dataframe because my data will not fit into local memory.
```python
import sklearn.datasets as sk_datasets
import dask.dataframe…
-
Hi all,
I am a second year PhD student in mechanical engineering at UC Davis studying numeric methods for optimal control. I just learned about dask and I'm excited about using it for the types of …
-
When I run GLM with 15k variables, H2O needed less than 100GB to finish the job, however when I run GLM with 21k variables (20k of which are interactions), H2O could not finish even with 640GB memory.…
-
I'm getting very different results w/ `UseADMM=True` vs `UseADMM=False` on a fairly small problem -- wondering if someone here might be able to help me understand the source of the difference.
```
…
-
Hi,
I would like to develop additional interfaces for your library.
I'm not experienced in R packages so can you give me some directions?
Where should I look first in order to develop interfaces.
-
(edited to not require the new API)
Probably other algorithms too. I see that proximal_grad does handle it correctly.
This little script compares the fit for scikit-learn LogisticRegression and ou…
-
NMF in scikit-learn overview :
**Current implementation ([code](https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/decomposition/nmf.py)):**
- loss = squared (aka Frobenius norm)
…
-
Please give the name of paper or url, Thanks!
BTW: windows (64bit)after run generate_synthetic_data.py, run TICC.py, find this in output:
```
RuntimeError:
Attempt to start a n…