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marci

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<!DOCTYPE html>
<html>
<head>
    <link rel="shortcut icon" type="image/x-icon" href="https://images.squarespace-cdn.com/content/v1/64790f5777b5d772678cce83/6d71eaee-f825-4324-be9b-2def32469eac/favicon.ico?format=100w">
    <title>MARCI</title>
</head>
<style>
    body {
        margin: 0;
        background-color: black;
        font-family: 'Helvetica';
        justify-content: center;
        text-align: center;
        padding: 5%;
        padding-left: 10%;
        padding-right: 10%;
        padding-top: 2%;
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    p {
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    h1 {
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        margin-top: 40px;
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    h2 {
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    h3 {
        color: #f2f2f2;
        margin: 0px;
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    table {
        margin-top: 20px;
        width: 100%;
        border-collapse: collapse;
        text-align: center;
    }
    th, td {
        color: #f2f2f2;
        border: 1px solid black;
        text-align: center;
        padding: 8px;
    }
    th {
        background-color: black;
    }
    tr {
        background-color: black;
    }
    tr:nth-child(even) {
        background-color: rgb(10, 10, 5);
    }
    td img {
        display: block;
        margin: auto;
    }
    input[type="text"] {
        font-size: 12pt;
        width: 80px;
        height: 30px;
        text-align: center;
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        color: #f2f2f2;
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    }
    button {
        font-size: 12pt;
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        color: #ffffff; 
        padding: 10px 20px; 
        border: none;
        border-radius: 5px; 
        margin-top: 40px;
        width: 100%;
        transition: all 0.3s ease;  
    }
    button:hover {
        color: rgb(0, 0, 0);
        background-color: rgb(255, 255, 255);
    }
    .winner-wrapper {
        position: relative;
        width: 100%;  
        text-align: center; 
        display: flex;
        justify-content: center;
        align-items: center;
    }
    .winner-image {
        height: auto;
        margin: 0;
        transition: opacity 0.3s ease;
    }
    .overlay {
        position: absolute;
        top: 0;
        left: 0;
        width: 100%;
        height: 100%;
        background-color: rgba(0, 0, 0, 0.8);
        color: white;
        display: flex;
        justify-content: center;
        align-items: center;
        opacity: 0;
        transition: opacity 0.3s ease;
    }
    .winner-wrapper:hover .overlay {
        opacity: 1;
    }
    .over-under-wrapper {
        position: relative;
        width: 100%;
        height: 50px; 
        display: flex;
        align-items: center;  
        justify-content: center; 
        transition: opacity 0.3s ease;
    }
    .over-under-text {
        display: inline-block;
        margin: 0;
        margin-right: 2px;
        font-weight: bold;
    }
    .over {
        color: green;
    }
    .under {
        color: red;
    }
    .na {
        color: white;
    }
    .over-under-wrapper .overlay {
        position: absolute;
        top: 0;
        left: 0;
        width: 100%;
        background-color: rgba(0, 0, 0, 0.8);
        color: white;
        display: flex;
        justify-content: center;
        align-items: center;
        opacity: 0;
        transition: opacity 0.3s ease;
    }
    .over-under-wrapper:hover .overlay {
        opacity: 1;
    }

    .hidden {
        opacity: 0;
    }

    .section-container {
        display: flex;
        justify-content: space-between;
    }

    .section {
        padding: 30px;
        text-align: left;
        border-style: solid;
        border-width: 1px;
        border-color: rgb(61, 61, 61);
        width: 48%; 
    }

    .content {
        width: 100%;
    }

    .content img {
        width: 100%;
        height: auto;
        margin-top: 20px;
        margin-bottom: 20px;
    }

    .divider {
        border: 0;
        height: 1px;
        background: rgb(61, 61, 61);
        margin-top: 50px;
        margin-bottom: 50px;
    }

    .label {
        color: rgb(114, 114, 114);
    }

    .info {
        color: white;
    }

    a {
      color: white;
    }

    .scroll-banner {
        position: fixed;
        top: 0;
        left: 0;
        width: 100%;
        z-index: 999;
        width: 100%;
        display: flex;
        align-items: center;
        height: 30px;
        background-color: green;
        overflow: hidden;
    }

    .scroll-text {
        font-family: 'Helvetica';
        color: white;
        display: inline-block;
        animation: scrolling 10s linear infinite;
        white-space: nowrap;
    }

    @keyframes scrolling {
        0% { transform: translateX(100vw); }
        100% { transform: translateX(-100%); }
    }

</style>

<div class="scroll-banner">
    <div class="scroll-text">
      Predictions will begin at the conclusion of Week 1. Bet at your own risk. Know your limits. And most importantly, have fun!
    </div>
</div>

<body>
    <h1>M A R C I</h1>
    <div class="info">
        <span class="label"><i>"Moore's Algorithm for Risky Capital Investments"</i></span><br><br>
        <span class="label">Winners:</span> 0-0<br>
        <span class="label">Over/Unders:</span> 0-0<br><br>

    <table id="gameTable">
        <tr>
            <th>Date</th>
            <th>Away Team</th>
            <th>Home Team</th>
            <th>Over/Under Line</th>
            <th>Predicted Winner</th>
            <th>Predicted Over/Under</th>
        </tr>
    </table>

    <button id="submitButton">
        Predict
    </button>

    <hr class="divider"> 

    <div id="modelDetails">
        <h2>Model Details</h2>
        <div class="section-container">
            <div class="section">
                <h3>Moneyline</h3>
                <div class="info"></h3><span class="label">Test Accuracy:</span> 71.4%<br></div>
                <div class="content">
                    <img src="/Static/xgboost_ML_no_odds_71.4%25_dark.png" alt="Moneyline Model">
                    <div class="info">
                        <span class="label">Model:</span> XGBoost<br>
                        <span class="label">Train/Test Split:</span> 1782/199<br>
                        <span class="label">Max Depth:</span> 2<br>
                        <span class="label">Learning Rate:</span> 0.01<br>
                        <span class="label">Epochs:</span> 500
                    </div>
                </div>
            </div>
            <div class="section">
                <h3>Over/Under</h3>
                <div class="content">
                    <div class="info"></h3><span class="label">Test Accuracy:</span> 59.8%<br></div>
                    <img src="/Static/xgboost_OU_no_odds_59.8%25_dark.png" alt="Over/Under Model">
                    <div class="info">
                        <span class="label">Model:</span> XGBoost<br>
                        <span class="label">Train/Test Split:</span> 1782/199<br>
                        <span class="label">Max Depth:</span> 6<br>
                        <span class="label">Learning Rate:</span> 0.05<br>
                        <span class="label">Epochs:</span> 300
                    </div>
                </div>
            </div>
        </div>
    </div>

    <p>🤗<a href="https://huggingface.co/spaces/BraydenMoore/MARCI-NFL-Betting/tree/main">See the Code</a></p>


    

    <script>
    async function fetchGames() {
        const response = await fetch('/get_games');
        const pulled_games = await response.json();
        const table = document.getElementById('gameTable');
        const columns = ['Date','Away Team', 'Home Team']; 

        pulled_games.forEach((game) => {
            const row = table.insertRow(-1);
            
            columns.forEach((column) => {
                const cell = row.insertCell(-1);
                if (column === 'Away Team' || column === 'Home Team') {
                    const img = document.createElement('img');
                    img.src = `/Static/${game[column]}.webp`;
                    img.alt = game[column];
                    img.width = 50; 
                    cell.appendChild(img);
                } else {
                    cell.textContent = game[column];
                }
            });

            for (let i = 0; i < 3; i++) {
                const cell = row.insertCell(-1);
                if (i<1) {
                    const input = document.createElement('input');
                    input.type = 'text';
                    cell.appendChild(input);
                }
            }
            });
    }

    fetchGames();


    function submitData() {
    const table = document.getElementById('gameTable');
    const rows = table.querySelectorAll('tr');
    const games = [];

    rows.forEach((row, index) => {
        if (index === 0) return;
        const cells = row.querySelectorAll('td');
        const game = {};

        game.Date = cells[0].textContent;
        game.AwayTeam = cells[1].querySelector('img').alt;
        game.HomeTeam = cells[2].querySelector('img').alt;
        game.OverUnderLine = cells[3].querySelector('input').value;
        game.rowIndex = index - 1;  
        games.push(game);
    });

    fetch('/submit_games', {
        method: 'POST',
        headers: {
            'Content-Type': 'application/json',
        },
        body: JSON.stringify(games),
    })
    .then(response => response.json())
    .then(data => {
        if (data.moneylines && data.over_unders) {
            const table = document.getElementById('gameTable');
            const rows = table.querySelectorAll('tr');

            data.moneylines.forEach((moneyline, index) => {
                const row = rows[parseInt(moneyline.rowIndex) + 1];
                
                const winnerCell = row.cells[row.cells.length - 2];
                winnerCell.innerHTML = ''; 
                
                const wrapperDiv = document.createElement('div');
                wrapperDiv.className = 'winner-wrapper';

                const winnerImg = document.createElement('img');
                winnerImg.src = `/Static/${moneyline.Winner}.webp`;
                winnerImg.alt = moneyline.Winner;
                winnerImg.width = 50;  
                winnerImg.className = 'winner-image hidden';
                wrapperDiv.appendChild(winnerImg);

                const winnerEmojiDiv = document.createElement('div');
                winnerEmojiDiv.className = 'emoji';
                if (moneyline.Winner === moneyline.Result) {
                    winnerEmojiDiv.textContent = '✅';
                } else {
                    winnerEmojiDiv.textContent = '❌';
                }
                if (moneyline.Result === 'N/A') {
                    winnerEmojiDiv.textContent = '';
                }
                wrapperDiv.appendChild(winnerEmojiDiv);

                setTimeout(() => {
                    winnerImg.classList.remove('hidden');
                }, 10);

                const winnerOverlayDiv = document.createElement('div');
                winnerOverlayDiv.className = 'overlay';
                winnerOverlayDiv.textContent = `${Math.round(moneyline.Probabilities[0] * 100)}%`;
                wrapperDiv.appendChild(winnerOverlayDiv);
                winnerCell.appendChild(wrapperDiv);

                const overUnderCell = row.cells[row.cells.length - 1];
                overUnderCell.innerHTML = ''; 

                const overUnderDiv = document.createElement('div');
                overUnderDiv.className = 'over-under-wrapper hidden';

                const textDiv = document.createElement('div');
                textDiv.className = 'over-under-text';
                textDiv.textContent = data.over_unders[index]['Over/Under'];
                if (textDiv.textContent === 'Over') {
                    overUnderDiv.className += ' over';
                } else if (textDiv.textContent === 'Under') {
                    overUnderDiv.className += ' under';
                } else {
                    overUnderDiv.className += ' na';
                }

                overUnderDiv.appendChild(textDiv);

                const overEmojiDiv = document.createElement('div');
                overEmojiDiv.className = 'emoji';
                if (data.over_unders[index]['Over/Under'] === data.over_unders[index]['Result']) {
                    overEmojiDiv.textContent = '✅';
                } else {
                    overEmojiDiv.textContent = '❌';
                }
                if (data.over_unders[index]['Result'] === 'N/A') {
                    overEmojiDiv.textContent = '';
                }
                overUnderDiv.appendChild(overEmojiDiv);

                setTimeout(() => {
                    overUnderDiv.classList.remove('hidden');
                }, 10);

                const overUnderOverlayDiv = document.createElement('div');
                overUnderOverlayDiv.className = 'overlay';
                overUnderOverlayDiv.textContent = `${Math.round(data.over_unders[index]['Probability'][0] * 100)}%`;
                overUnderDiv.appendChild(overUnderOverlayDiv);

                overUnderCell.appendChild(overUnderDiv);
            
            });
        }
        });
    }

    document.getElementById('submitButton').addEventListener('click', submitData);

    document.addEventListener('keydown', function(event) {
    if (event.keyCode === 13) {  
        submitData();
    }
});


</script>

</body>
</html>