galacticglum

"""
This examples show how to train a Bi-Encoder for the MS Marco dataset (https://github.com/microsoft/MSMARCO-Passage-Ranking).

The queries and passages are passed independently to the transformer network to produce fixed sized embeddings.
These embeddings can then be compared using cosine-similarity to find matching passages for a given query.

For training, we use MultipleNegativesRankingLoss. There, we pass triplets in the format:
(query, positive_passage, negative_passage)

Negative passage are hard negative examples, that were mined using different dense embedding methods and lexical search methods.

galacticglum

{
    // AutoCrop.jsx
    // 
    // This script scales the active comp to the size of the contents.

    function AutoCrop(thisObj) {
        var scriptName = "AutoCrop";

        function onCropClick() {
            var activeItem = app.project.activeItem;

galacticglum

#include <bits/stdc++.h>
//#define INF 0x3f3f3f3f

using namespace std;
typedef long long ll;
typedef unsigned long long ull;
typedef pair<int, int> pii;
const int INF = 0x3f3f3f3f;

int a[5005];

galacticglum

#include <bits/stdc++.h>
//#define INF 0x3f3f3f3f

using namespace std;
typedef long long ll;
typedef unsigned long long ull;
typedef pair<int, int> pii;
const int INF = 0x3f3f3f3f;

//int a[1000001];

galacticglum

#include <bits/stdc++.h>
//#define INF 0x3f3f3f3f

using namespace std;
typedef long long ll;
typedef unsigned long long ull;
typedef pair<int, int> pii;
const int INF = 0x3f3f3f3f;
//

galacticglum

int index = (int)pixelScreenCoordinates.y % 3;
if(y == 0)
{
  muls *= float4(_ScanColour, _ScanColour, _ScanColour, 1);
}

galacticglum

_Contrast("Contrast", Float) = 0
_Brightness("Brightness", Float) = 0

...

uniform float _Contrast;
uniform float _Brightness;

...

galacticglum

int pixelPosition = (int)pixelScreenCoordinates.x % 3;
float4 output = float4(0, 0, 0, 1);
if (pixelPosition == 1) 
{
  output.r = color.r;
}
else if (pixelPosition == 2)
{
  output.g = color.g;
}

galacticglum

using System;
using UnityEditor;
using UnityEditor.IMGUI.Controls;
using UnityEditorInternal;
using UnityEngine;

/// <summary>
/// Custom editor for a <see cref="SokobanPuzzleInstance"/>.
/// </summary>
[CustomEditor(typeof(SokobanPuzzleInstance))]

galacticglum

using UnityEditor;
using UnityEditor.IMGUI.Controls;
using UnityEditorInternal;
using UnityEngine;

/// <inheritdoc />
/// <summary>
/// Room component inspector.
/// </summary>
[CustomEditor(typeof(Room), true)]