https://github.com/0verread/minigrad
Andrej Karpathy's Micrograd in Go
https://github.com/0verread/minigrad
autograd golang neural-network
Last synced: about 2 months ago
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Andrej Karpathy's Micrograd in Go
- Host: GitHub
- URL: https://github.com/0verread/minigrad
- Owner: 0verread
- License: mit
- Created: 2024-07-05T04:37:16.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-07-15T04:48:13.000Z (about 1 year ago)
- Last Synced: 2025-08-02T23:23:43.974Z (2 months ago)
- Topics: autograd, golang, neural-network
- Language: Go
- Homepage:
- Size: 12.7 KB
- Stars: 56
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# minigrad
A neural network library in golang on an autograd engine. Faster and easy to use like PyTorch. ( This is Andrej Karpathy's [Micrograd](https://github.com/karpathy/micrograd) implementation in Go)
## Usage
```go
package main
import (
mg "github.com/0verread/minigrad"
)
func main() {
a := mg.NewValue(-4.0, nil, "")
b := mg.NewValue(2.0, nil, "")
c := a.Add(b)
d := a.Mul(b).Add(b.Pow(3))
c = c.Add(c.Add(mg.NewValue(1.0, nil, "")))
c = c.Add(mg.NewValue(1.0, nil, "").Add(c))
d = d.Add(d.Mul(2.0).Add(b.Add(a).Relu()))
d.Backward()
}
```
## Contribution
Feel free to raise a issue or PR to make enhancements or report a bug. I would
love to see more test cases.
## License
minigrad is under [MIT](https://github.com/0verread/LICENSE).