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JsNSRMachine

Struct JsNSRMachine 

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pub struct JsNSRMachine { /* private fields */ }
Expand description

The Neural-Symbolic Recursive Machine - main Node.js interface

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impl JsNSRMachine

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pub fn instance_of<V: NapiRaw>(env: Env, value: V) -> Result<bool>

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impl JsNSRMachine

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impl JsNSRMachine

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pub fn new() -> Self

Create a new default NSR machine

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pub fn with_config(config: JsNSRConfig) -> Self

Create with configuration

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pub fn infer(&self, inputs: Vec<&JsGroundedInput>) -> Result<JsInferenceResult>

Perform inference on inputs

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pub fn train( &self, examples: Vec<&JsTrainingExample>, ) -> Result<JsTrainingStats>

Train the machine on examples

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pub fn evaluate( &self, examples: Vec<&JsTrainingExample>, ) -> Result<JsEvaluationResult>

Evaluate accuracy on test examples

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pub fn add_symbol(&self, name: String) -> Result<u32>

Add a symbol to the vocabulary

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pub fn add_symbols(&self, names: Vec<String>) -> Result<Vec<u32>>

Add multiple symbols at once

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pub fn get_symbol_name(&self, symbol_id: u32) -> Result<Option<String>>

Get a symbol’s name by ID

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pub fn get_symbol_id(&self, name: String) -> Result<Option<u32>>

Get a symbol’s ID by name

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pub fn get_all_symbols(&self) -> Result<Vec<String>>

Get all symbol names

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pub fn vocabulary_size(&self) -> Result<u32>

Get the vocabulary size

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pub fn statistics(&self) -> Result<JsNSRStats>

Get machine statistics

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pub fn config(&self) -> Result<JsNSRConfig>

Get configuration

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pub fn set_program(&self, symbol_id: u32, program: &JsProgram) -> Result<()>

Set the program for a symbol This is essential for the deduction-abduction loop to work correctly

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pub fn set_constant_program( &self, symbol_id: u32, value: &JsSemanticValue, ) -> Result<()>

Set a constant program for a symbol (convenience method) Creates a program that always returns the specified value

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pub fn setup_classification_programs(&self) -> Result<()>

Automatically set up constant programs for all symbols Each symbol gets a program that returns SemanticValue::Symbol(symbol_name) This is useful for classification tasks

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pub fn get_program(&self, symbol_id: u32) -> Result<Option<JsProgram>>

Get the program for a symbol (if any)

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impl FromNapiMutRef for JsNSRMachine

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unsafe fn from_napi_mut_ref( env: napi_env, napi_val: napi_value, ) -> Result<&'static mut Self>

Safety Read more
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impl FromNapiRef for JsNSRMachine

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unsafe fn from_napi_ref( env: napi_env, napi_val: napi_value, ) -> Result<&'static Self>

Safety Read more
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impl FromNapiValue for &JsNSRMachine

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unsafe fn from_napi_value(env: napi_env, napi_val: napi_value) -> Result<Self>

Safety Read more
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fn from_unknown(value: JsUnknown) -> Result<Self, Error>

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impl FromNapiValue for &mut JsNSRMachine

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unsafe fn from_napi_value(env: napi_env, napi_val: napi_value) -> Result<Self>

Safety Read more
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fn from_unknown(value: JsUnknown) -> Result<Self, Error>

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impl ObjectFinalize for JsNSRMachine

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fn finalize(self, env: Env) -> Result<(), Error>

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impl ToNapiValue for JsNSRMachine

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impl TypeName for &JsNSRMachine

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impl TypeName for &mut JsNSRMachine

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impl TypeName for JsNSRMachine

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impl ValidateNapiValue for &JsNSRMachine

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unsafe fn validate(env: napi_env, napi_val: napi_value) -> Result<napi_value>

Safety Read more
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impl ValidateNapiValue for &mut JsNSRMachine

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unsafe fn validate(env: napi_env, napi_val: napi_value) -> Result<napi_value>

Safety Read more

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impl<T> Any for T
where T: 'static + ?Sized,

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

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fn instrument(self, span: Span) -> Instrumented<Self>

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Calls U::from(self).

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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 more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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 more
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impl<T> JsValuesTupleIntoVec for T
where T: ToNapiValue,

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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> PolicyExt for T
where T: ?Sized,

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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