modula-systems.github.io/roadmap.html at main · modula-systems/modula-systems.github.io · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <!-- HTML Meta Tags -->
    <title>modula.systems</title>
    <meta name="description" content="The Modula deep learning framework.">
    <link rel="icon" type="image/x-icon" href="favicon.ico">

    <!-- Facebook Meta Tags -->
    <meta property="og:url" content="https://modula.systems/">
    <meta property="og:type" content="website">
    <meta property="og:title" content="modula.systems">
    <meta property="og:description" content="The Modula deep learning framework.">
    <meta property="og:image" content="https://modula.systems/logo.jpeg">

    <!-- Twitter Meta Tags -->
    <meta name="twitter:card" content="summary_large_image">
    <meta property="twitter:domain" content="modula.systems">
    <meta property="twitter:url" content="https://modula.systems/">
    <meta name="twitter:title" content="modula.systems">
    <meta name="twitter:description" content="The Modula deep learning framework.">
    <meta name="twitter:image" content="https://modula.systems/logo.jpeg">

    <link rel="stylesheet" href="style.css">
</head>
<body>
    <div class="container">
        <a href="/"><< back to home</a>
        <p>We are going to build a software package for training neural networks. The software package will incorporate basic notions of continuity and smoothness that have been missing from deep learning. As such, we hope to see improvements across several core areas including optimization, numerics, robustness and generalization.</p>
        <p>The project has three components that will support and influence each other:</p>
        <ol>
            <li> theory & algorithms </li>
            <li> code & infrastructure </li>
            <li> documentation </li>
        </ol>
    </div>
</body>
</html>