https://github.com/lecopivo/EigenLean

Lean 4 interface to Eigen
https://github.com/lecopivo/EigenLean

eigen3 lean4

Last synced: about 1 month ago
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Lean 4 interface to Eigen

• Host: GitHub
• URL: https://github.com/lecopivo/EigenLean
• Owner: lecopivo
• Created: 2022-04-24T15:38:07.000Z (over 2 years ago)
• Default Branch: master
• Last Pushed: 2023-08-24T22:48:08.000Z (over 1 year ago)
• Last Synced: 2024-08-05T10:14:38.562Z (5 months ago)
• Topics: eigen3, lean4
• Language: C++
• Homepage:
• Size: 22.5 KB
• Stars: 9
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: readme.org

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README

        
* Lean 4 interface to Eigen

  Proof of concept for interfacing Eigen's linear solvers in Lean 4.

  To compile and build examples:

  #+begin_src lean

    lake build dense sparse

  #+end_src

  Example of solving simple 2x2 system with LDLT:

  #+begin_src lean

    def main : IO Unit := do

      let A : Matrix 2 2 := ⟨FloatArray.mk #[2,1,1,2], by native_decide⟩

      let b : Matrix 2 1 := ⟨FloatArray.mk #[1,1], by native_decide⟩

      IO.println A

      IO.println b

      IO.println (A.ldlt.solve b)

  #+end_src

  To run the example =./build/bin/dense=.

  Example of initializing sparse matrix:

  #+begin_src lean

    def main : IO Unit := do

      let entries : Array (Triplet 2 2) := (#[(0,0,1.0), (1,1,-1.0), (0,1, 2.0)] : Array (Nat×Nat×Float))

      let B := SparseMatrix.mk entries

      IO.println B.toDense

  #+end_src

  To run the example =./build/bin/sparse=.