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CanonicalForm

Enum CanonicalForm 

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#[repr(i32)]
pub enum CanonicalForm { Unitary = 0, LU = 1, CI = 2, }
Expand description

Canonical form for tensor train / tree tensor network.

Specifies the mathematical form of the canonical representation. Each form uses a specific factorization algorithm internally.

§C API Representation

  • T4A_CANONICAL_UNITARY = 0
  • T4A_CANONICAL_LU = 1
  • T4A_CANONICAL_CI = 2

Variants§

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Unitary = 0

Unitary (orthogonal/isometric) canonical form.

Each tensor is isometric towards the orthogonality center. Uses QR decomposition internally. Properties:

  • Numerically stable
  • Easy norm computation
  • Standard canonical form for DMRG
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LU = 1

LU-based canonical form.

Uses rank-revealing LU decomposition. Properties:

  • Faster than QR
  • One factor has unit diagonal
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CI = 2

Cross Interpolation (CI) canonical form.

Uses CI/skeleton decomposition. Properties:

  • Adaptive rank selection
  • Efficient for low-rank structures

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impl CanonicalForm

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pub fn from_i32(value: i32) -> Option<CanonicalForm>

Create from C API integer representation.

Returns None for invalid values.

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pub fn to_i32(self) -> i32

Convert to C API integer representation.

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pub fn name(&self) -> &'static str

Get form name as string.

Trait Implementations§

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impl Clone for CanonicalForm

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fn clone(&self) -> CanonicalForm

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for CanonicalForm

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl Default for CanonicalForm

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fn default() -> CanonicalForm

Returns the “default value” for a type. Read more
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impl Hash for CanonicalForm

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fn hash<__H>(&self, state: &mut __H)
where __H: Hasher,

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl PartialEq for CanonicalForm

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fn eq(&self, other: &CanonicalForm) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl Copy for CanonicalForm

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impl Eq for CanonicalForm

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impl StructuralPartialEq for CanonicalForm

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impl<T> Any for T
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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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fn rand<T>(&self, rng: &mut (impl Rng + ?Sized)) -> T
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const ALIGN: usize

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