Updates to Simple regularization from pr #807 commits by: @fourndo Summary Proposed modification to the model gradient measure for Simple and Sparse regularization. Normalized length scales are multiplying cell_weights before averaging to cell faces. Reduces the dependency of the model on cell size changes Still allows for IRLS weights to be mesh independent Default alpha's remain at 1 (takes care of length scales internally) Before After Additional Notes This pr also removed 2 VRM examples and the 1D MT example as they were failing. Issues #812, #814 document the issues, and pr's #813 and #815 have been started to resolve those issues. Updates to Utils.plot2Ddata from pr #808 commits from: @thast summary add shading options in...
originally from pr: #36 commits from: @lheagy review from: @rowanc1 3D Cyl Mesh First implementat...
l S(W;m). overlap between internal units decreases for many transfer functions (e.g. sigmoids) with ...
commits from @thast review from @lheagy Address issue #734 PR notes: We have fixed the following b...
from pr #690 (supersedes #689) commits from @lheagy review from @dccowan and @fourndo Summary of...
v1.7.0 (2023-09-22) Feat new option for selection of model acceptance pattern calculating distribut...
Regularization Cleanup from pr #623. Commits from @lheagy, review from @rowanc1, @fourndo ensure th...
Injecting noise within gradient descent has several desirable features. In this paper, we explore no...
from PR: #685 commits from @lheagy review from @thast Bug fix for the way that we set the _nC_res...
This paper studies least-square regression penalized with partly smooth convex regularizers. This cl...
[0.4.0] - 2021-10-05 Changed Breaking change. normalization constants for TensorProduct and Linear....
The volume of the distribution of weight sets associated with a loss value may be the source of impl...
Major Changes plot() for performance::check_model() no longer produces a normal QQ plot for GLMs. I...
<p><b> regularization.</b> The unweighted model results in the black solid functional form. After it...
from pr #749 commits from @lheagy review from @thast update plot2Ddata update logic in plot2Dda...
This paper studies least-square regression penalized with partly smooth convex regularizers. This cl...
originally from pr: #36 commits from: @lheagy review from: @rowanc1 3D Cyl Mesh First implementat...
l S(W;m). overlap between internal units decreases for many transfer functions (e.g. sigmoids) with ...
commits from @thast review from @lheagy Address issue #734 PR notes: We have fixed the following b...
from pr #690 (supersedes #689) commits from @lheagy review from @dccowan and @fourndo Summary of...
v1.7.0 (2023-09-22) Feat new option for selection of model acceptance pattern calculating distribut...
Regularization Cleanup from pr #623. Commits from @lheagy, review from @rowanc1, @fourndo ensure th...
Injecting noise within gradient descent has several desirable features. In this paper, we explore no...
from PR: #685 commits from @lheagy review from @thast Bug fix for the way that we set the _nC_res...
This paper studies least-square regression penalized with partly smooth convex regularizers. This cl...
[0.4.0] - 2021-10-05 Changed Breaking change. normalization constants for TensorProduct and Linear....
The volume of the distribution of weight sets associated with a loss value may be the source of impl...
Major Changes plot() for performance::check_model() no longer produces a normal QQ plot for GLMs. I...
<p><b> regularization.</b> The unweighted model results in the black solid functional form. After it...
from pr #749 commits from @lheagy review from @thast update plot2Ddata update logic in plot2Dda...
This paper studies least-square regression penalized with partly smooth convex regularizers. This cl...
originally from pr: #36 commits from: @lheagy review from: @rowanc1 3D Cyl Mesh First implementat...
l S(W;m). overlap between internal units decreases for many transfer functions (e.g. sigmoids) with ...
commits from @thast review from @lheagy Address issue #734 PR notes: We have fixed the following b...