Sensitivity of warm-start in computing MultitaskElasticNet path by coordinate descent in Sklearn
Published:
We found warm-start strategy can be critical for computing MultitaskElasticNet path using the coordinate descent implemented in Sklearn.
Posts by Tags
Sklearn
ergodicity
Observation on some similarity between Riesz-Markov Theorem and Birkhoff theorem
Published:
Some difference and some similarity.
machine learning
Reading List From M.Jordan
Published:
A nice reading list of statistical learning (the elegant) aspect of ML
openFoam
The ultimate way to postprocess OpenFoam data in Python (updated to Pyvista)
Published:
Getting industrial standard CFD format data into Python is not that easy as it seems to be. I used a toolkit library and everything works like charm.
reading list
Reading List From M.Jordan
Published:
A nice reading list of statistical learning (the elegant) aspect of ML
regression
Adjusted $R^2$ is a weaker penalty than AIC
Published:
A simple calculus exercise.
Can we use coefficient of determination for nonlinear regression?
Published:
A conjecture that justify the use of R^2.
regularized linear model
Sensitivity of warm-start in computing MultitaskElasticNet path by coordinate descent in Sklearn
Published:
We found warm-start strategy can be critical for computing MultitaskElasticNet path using the coordinate descent implemented in Sklearn.
tsa_class_notes
Adjusted $R^2$ is a weaker penalty than AIC
Published:
A simple calculus exercise.
Can we use coefficient of determination for nonlinear regression?
Published:
A conjecture that justify the use of R^2.
visualization
The ultimate way to postprocess OpenFoam data in Python (updated to Pyvista)
Published:
Getting industrial standard CFD format data into Python is not that easy as it seems to be. I used a toolkit library and everything works like charm.
vtk
The ultimate way to postprocess OpenFoam data in Python (updated to Pyvista)
Published:
Getting industrial standard CFD format data into Python is not that easy as it seems to be. I used a toolkit library and everything works like charm.