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https://github.com/cernockyd/zig-mnist
trains a MNIST classifier (CPU only)
https://github.com/cernockyd/zig-mnist
machine-learning mnist zig ziglang
Last synced: 1 day ago
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trains a MNIST classifier (CPU only)
- Host: GitHub
- URL: https://github.com/cernockyd/zig-mnist
- Owner: cernockyd
- Created: 2024-09-12T08:53:45.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2025-01-24T14:14:09.000Z (21 days ago)
- Last Synced: 2025-01-24T15:23:18.080Z (21 days ago)
- Topics: machine-learning, mnist, zig, ziglang
- Language: Zig
- Homepage:
- Size: 12.7 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# MNIST Neural Classifier from scratch
A classifier of MNIST created as subgoal of implementing Rumelhart et al. 1986 paper on backpropagation.
## Get started
get data
```bash
curl -L -o data.zip https://www.kaggle.com/api/v1/datasets/download/oddrationale/mnist-in-csv
mkdir data && tar xf data.zip -C data
```
run
```bash
zig build run -Doptimize=ReleaseFast
```