pub struct DataPatternAnalyzer<F: Float + Debug> { /* private fields */ }Expand description
Data pattern analyzer for intelligent interpolation
Implementations§
Source§impl<F: Float + Debug> DataPatternAnalyzer<F>
impl<F: Float + Debug> DataPatternAnalyzer<F>
Sourcepub fn new() -> InterpolateResult<Self>
pub fn new() -> InterpolateResult<Self>
Create a new data pattern analyzer
Sourcepub fn analyze_patterns(
&mut self,
data_profile: &DataProfile<F>,
) -> InterpolateResult<PatternAnalysisResult<F>>
pub fn analyze_patterns( &mut self, data_profile: &DataProfile<F>, ) -> InterpolateResult<PatternAnalysisResult<F>>
Analyze data patterns and recommend optimal interpolation methods
Sourcepub fn get_analysis_state(&self) -> &AnalysisState<F>
pub fn get_analysis_state(&self) -> &AnalysisState<F>
Get current analysis state
Sourcepub fn get_pattern_statistics(&self) -> HashMap<String, usize>
pub fn get_pattern_statistics(&self) -> HashMap<String, usize>
Get pattern database statistics
Sourcepub fn add_pattern(&mut self, signature: PatternSignature, data: PatternData<F>)
pub fn add_pattern(&mut self, signature: PatternSignature, data: PatternData<F>)
Add pattern to database
Sourcepub fn update_recognition_model(
&mut self,
feedback: &[(PatternSignature, bool)],
) -> InterpolateResult<()>
pub fn update_recognition_model( &mut self, feedback: &[(PatternSignature, bool)], ) -> InterpolateResult<()>
Update recognition model
Trait Implementations§
Auto Trait Implementations§
impl<F> Freeze for DataPatternAnalyzer<F>where
F: Freeze,
impl<F> RefUnwindSafe for DataPatternAnalyzer<F>where
F: RefUnwindSafe,
impl<F> Send for DataPatternAnalyzer<F>where
F: Send,
impl<F> Sync for DataPatternAnalyzer<F>where
F: Sync,
impl<F> Unpin for DataPatternAnalyzer<F>where
F: Unpin,
impl<F> UnwindSafe for DataPatternAnalyzer<F>where
F: UnwindSafe,
Blanket Implementations§
Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.