pub struct Word2VecConfig {
pub vector_size: usize,
pub window_size: usize,
pub min_count: usize,
pub epochs: usize,
pub learning_rate: f64,
pub algorithm: Word2VecAlgorithm,
pub negative_samples: usize,
pub subsample: f64,
pub batch_size: usize,
pub hierarchical_softmax: bool,
}Expand description
Word2Vec training options
Fields§
§vector_size: usizeSize of the word vectors
window_size: usizeMaximum distance between the current and predicted word within a sentence
min_count: usizeMinimum count of words to consider for training
epochs: usizeNumber of iterations (epochs) over the corpus
learning_rate: f64Learning rate
algorithm: Word2VecAlgorithmSkip-gram or CBOW algorithm
negative_samples: usizeNumber of negative samples per positive sample
subsample: f64Threshold for subsampling frequent words
batch_size: usizeBatch size for training
hierarchical_softmax: boolWhether to use hierarchical softmax (not yet implemented)
Trait Implementations§
Source§impl Clone for Word2VecConfig
impl Clone for Word2VecConfig
Source§fn clone(&self) -> Word2VecConfig
fn clone(&self) -> Word2VecConfig
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for Word2VecConfig
impl Debug for Word2VecConfig
Auto Trait Implementations§
impl Freeze for Word2VecConfig
impl RefUnwindSafe for Word2VecConfig
impl Send for Word2VecConfig
impl Sync for Word2VecConfig
impl Unpin for Word2VecConfig
impl UnsafeUnpin for Word2VecConfig
impl UnwindSafe for Word2VecConfig
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> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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.