FastTextM
Namespace: NFastText
Nested types and modules
| Type | Description |
| FastTextState | |
| TestResult | |
| Updater |
Functions and values
| Function or value | Description |
cbow (state, model, lr, line)
Signature: (state:FastTextState * model:Model * lr:float32 * line:ResizeArray<int>) -> unit
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createModel state seed sharedState
Signature: state:FastTextState -> seed:int -> sharedState:ModelSharedState option -> Model
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createSharedState state
Signature: state:FastTextState -> ModelSharedState
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createState args dict
Signature: args:Args -> dict:Dictionary -> FastTextState
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getVector state word
Signature: state:FastTextState -> word:String -> Vector
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loadState (filename, label, verbose)
Signature: (filename:string * label:String * verbose:bool) -> FastTextState
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loadVectors state inp
Signature: state:FastTextState -> inp:seq<string * Vector> -> unit
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predict state model k line
Signature: state:FastTextState -> model:Model -> k:int -> line:string [] -> (String * float32) list option
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printInfo (...)
Signature: (seconds:float * tokenCount:int64 * lr:float32<MeasureOne> * progress:float32 * loss:float32) -> unit
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saveState filename state
Signature: filename:string -> state:FastTextState -> unit
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saveVectors (state, output)
Signature: (state:FastTextState * output:string) -> unit
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skipgram (state, model, lr, line)
Signature: (state:FastTextState * model:Model * lr:float32 * line:ResizeArray<int>) -> unit
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stateUpdater (...)
Signature: tokenCount:int64 ref -> ntokens:int -> args:CommonArgs -> verbose:bool -> thread:int -> Updater
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supervised (model, lr, line, labels)
Signature: (model:Model * lr:float32 * line:ResizeArray<int> * labels:ResizeArray<int>) -> unit
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test (state, model, lines, k)
Signature: (state:FastTextState * model:Model * lines:seq<string []> * k:int) -> TestResult
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textVector state rng ln
Signature: state:FastTextState -> rng:Mcg31m1 -> ln:string [] -> Vector
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train (...)
Signature: state:FastTextState -> verbose:bool -> src:seq<seq<string []>> -> pretrainedVectors:Option<seq<string * Vector>> -> FastTextState
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worker (...)
Signature: tokenCount:int64 ref -> src:seq<string []> -> state:FastTextState -> sharedState:ModelSharedState option -> verbose:bool -> threadId:int -> Async<unit>
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