tondrej

#!/bin/bash

# Extras for Linux Mint 19

# VirtualBox
wget -q https://www.virtualbox.org/download/oracle_vbox_2016.asc -O- | sudo apt-key add -
echo "deb [arch=amd64] http://download.virtualbox.org/virtualbox/debian bionic contrib" | sudo tee /etc/apt/sources.list.d/virtualbox.list

# git
sudo add-apt-repository ppa:git-core/ppa

tondrej

-- king - man + woman

with q (
  id,
  w
) as (
  select w.id, +1.0 from fasttext.word as w where (w.word = 'king')
  union
  select w.id, -1.0 from fasttext.word as w where (w.word = 'man')
  union

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model = "C:\\Data\\fasttext\\wiki\\enwik9.bin";
console.log("Loading file \"%s\"...", model);
fasttext.loadModel(model);
console.log("done.");
console.log("Computing vectors...");
vectors = fasttext.precomputeVectors();
try {
    console.log("done.");
    while (true) {
        positive = prompt('positive words:');

tondrej

type
  TFastTextObject = class(TNativeObject)
  private
    FCallback: JsValueRef;
    FHandle: TFastText;

    procedure NN2Callback(const Word: string; Score: Single);
  protected
    class procedure RegisterMethods(AInstance: JsHandle); override;
  public

tondrej

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;

tondrej

class Program
{
    static bool NearestNeighborsCallback(string word, Single score)
    {
        Console.WriteLine($"\"{word}\": {score}");
        return false;
    }

    static void NearestNeighbors(string modelFileName)
    {

tondrej

public delegate bool WordCallback(string word, Single score);

class FastText : IDisposable
{
    private IntPtr ft = IntPtr.Zero;
    private WordCallback c = null;

    private void FastTextCheck(bool result)
    {
        if (!result)

tondrej

public static class FastTextWrapper
{
    [return: MarshalAs(UnmanagedType.Bool)]
    [UnmanagedFunctionPointer(callingConvention: CallingConvention.Cdecl, CharSet = CharSet.Ansi)]
    public delegate bool FastTextNNCallback(StringBuilder word, Single score, IntPtr data);

    [DllImport(dllName: "fasttext.dll", CallingConvention = CallingConvention.Cdecl, CharSet = CharSet.Ansi, SetLastError = true)]
    [return: MarshalAs(UnmanagedType.Bool)]
    public static extern bool fasttext_new(out IntPtr ft);

tondrej

const
  FastTextLib = 'fasttext.dll';

type
  TFastTextNNCallback = function(word: PAnsiChar; score: Single; data: Pointer): LongBool; cdecl;

function fasttext_new(out ft: TFastText): LongBool; cdecl; external FastTextLib;
function fasttext_release(ft: TFastText): LongBool; cdecl; external FastTextLib;

function fasttext_nn2(ft: TFastText; mx: TMatrix; positive, negative: PPAnsiChar; count: Integer;

tondrej

FASTTEXT_API BOOL FASTTEXT_CC fasttext_new(FastText** ft)
{
    return ExceptionBoundary([&]() -> BOOL
    {
        *ft = new FastText();
        return true;
    });
}

FASTTEXT_API BOOL FASTTEXT_CC fasttext_release(FastText* ft)