Code

PyMC Implementation of Pathfinder VI#386

Code

Closed

aphc14 wants to merge 10 commits intopymc-devs:mainpymc-devs/pymc-extras:mainfrom aphc14:pathfinderaphc14/pymc-experimental:pathfinderCopy head branch name to clipboard

+1,044-141

Commits

Commits on Oct 19, 2024

• renamed samples argument name and pathfinder variables to avoid confusion

  aphc14

  committed
  4540b84

  Copy full SHA for 4540b84

• Minor changes made to the fit_pathfinder function and added test

  Show description for 0c880d2
  aphc14

  committed
  0c880d2

  Copy full SHA for 0c880d2

Commits on Oct 26, 2024

• extract additional pathfinder objects from high level API for debugging

  aphc14

  committed
  8835cd5

  Copy full SHA for 8835cd5

• changed pathfinder samples argument to num_draws

  aphc14

  committed
  663a60a

  Copy full SHA for 663a60a

• Merge branch 'replicate_pathfinder_w_pytensor' into scipy_lbfgs

  aphc14

  committed
  05aeeaf

  Copy full SHA for 05aeeaf

Commits on Oct 31, 2024

• feat(pathfinder): add PyMC-based Pathfinder VI implementation

  Show description for 0db91fe
  aphc14

  committed
  0db91fe

  Copy full SHA for 0db91fe

Commits on Nov 4, 2024

• Multipath Pathfinder VI implementation in pymc-experimental

  Show description for cb4436c
  aphc14

  committed
  cb4436c

  Copy full SHA for cb4436c

Commits on Nov 7, 2024

• Added type hints and epsilon parameter to fit_pathfinder

  aphc14

  committed
  2efb511

  Copy full SHA for 2efb511

• Removed initial point values (l=0) to reduce iterations. Simplified and .

  aphc14

  committed
  fdc3f38

  Copy full SHA for fdc3f38

• Added placeholder/reminder to remove jax dependency when converting trace data to InferenceData

  aphc14

  committed
  1fd7a11

  Copy full SHA for 1fd7a11