Created
April 15, 2018 16:22
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FastText library Pascal usage
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function nn_callback(word: PAnsiChar; score: Single; data: Pointer): LongBool; cdecl; | |
begin | |
Result := False; | |
Writeln(Format('''%s'': %f', [word, score])); | |
end; | |
procedure TFastTextConsole.NN2(const ModelFileName: string); | |
var | |
ft: TFastText; | |
mx: TMatrix; | |
I: Int64; | |
S: string; | |
PositiveWords, NegativeWords: TStringList; | |
Positive, Negative: array of PAnsiChar; | |
begin | |
PositiveWords := nil; | |
NegativeWords := nil; | |
Win32Check(fasttext_new(ft)); | |
try | |
PositiveWords := TStringList.Create; | |
PositiveWords.Delimiter := ' '; | |
NegativeWords := TStringList.Create; | |
NegativeWords.Delimiter := ' '; | |
Write(Format('Loading file ''%s''...', [ModelFileName])); | |
Win32Check(fasttext_loadmodel(ft, PAnsiChar(ModelFileName))); | |
Writeln('done.'); | |
Write('Computing vectors...'); | |
Win32Check(fasttext_precomputevectors(ft, mx)); | |
try | |
Writeln('done.'); | |
repeat | |
WriteLn('positive words:'); | |
ReadLn(S); | |
PositiveWords.DelimitedText := S; | |
if PositiveWords.Count = 0 then | |
Break; | |
WriteLn('negative words:'); | |
ReadLn(S); | |
if S = '' then | |
Break; | |
NegativeWords.DelimitedText := S; | |
if NegativeWords.Count = 0 then | |
Break; | |
SetLength(Positive, PositiveWords.Count + 1); | |
for I := 0 to PositiveWords.Count - 1 do | |
Positive[I] := PAnsiChar(PositiveWords[I]); | |
Positive[PositiveWords.Count] := nil; | |
SetLength(Negative, NegativeWords.Count + 1); | |
for I := 0 to NegativeWords.Count - 1 do | |
Negative[I] := PAnsiChar(NegativeWords[I]); | |
Negative[NegativeWords.Count] := nil; | |
Win32Check(fasttext_nn2(ft, mx, @Positive[0], @Negative[0], 25, @nn_callback, nil)); | |
Writeln; | |
until False; | |
finally | |
Win32Check(matrix_release(mx)); | |
end; | |
finally | |
Win32Check(fasttext_release(ft)); | |
NegativeWords.Free; | |
PositiveWords.Free; | |
end; | |
end; |
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