https://github.com/rohanvashisht1234/simplelinearregression.zig

A simple linear regression model built from scratch in Zig programming language.
https://github.com/rohanvashisht1234/simplelinearregression.zig

Last synced: about 1 month ago
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A simple linear regression model built from scratch in Zig programming language.

• Host: GitHub
• URL: https://github.com/rohanvashisht1234/simplelinearregression.zig
• Owner: RohanVashisht1234
• License: mit
• Created: 2024-11-25T18:56:26.000Z (about 1 month ago)
• Default Branch: main
• Last Pushed: 2024-11-25T19:08:25.000Z (about 1 month ago)
• Last Synced: 2024-11-25T20:18:48.975Z (about 1 month ago)
• Language: Zig
• Size: 11.4 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# SimpleLinearRegression Library for Zig programming language

## How to use?

- Run the fetch command:

```zig

zig fetch --save https://github.com/RohanVashisht1234/SimpleLinearRegression.zig/archive/refs/tags/v0.0.0.tar.gz

```

- Add the following to your build.zig file just above `b.installArtifact(exe);`:

```zig

const SimpleLinearRegression = b.dependency("SimpleLinearRegression", .{

    .target = target,

    .optimize = optimize,

});

exe.root_module.addImport("SimpleLinearRegression", SimpleLinearRegression.module("SimpleLinearRegression"));

```

- Now, you can add the following code to `src/main.zig`:

```zig

const std = @import("std");

const SimpleLinearRegression = @import("SimpleLinearRegression");

pub fn main() void {

    const data = &.{

        // x , y

        .{ 1.2, 39344.0 },

        .{ 1.4, 46206.0 },

        // ...

    };

    var SLR = SimpleLinearRegression.init(data);

    const y = SLR.predict(11.0);

    std.debug.print("Y: {d}\n", .{y});

    std.debug.print("M: {d}\n", .{SLR.m});

    std.debug.print("C: {d}\n", .{SLR.c});

}

```

- You can check the examples folder for better examples.