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mnist-pytorch-classifier

A simple neural network in PyTorch for handwritten digit classification (MNIST), from basic theory to a verified model with 97.86% accuracy.

Translated from Indonesian · show original

Neural network sederhana di PyTorch untuk klasifikasi angka tulisan tangan (MNIST) — dari teori dasar sampai model terverifikasi dengan akurasi 97.86%.

  • ai-engineering
  • deep-learning
  • image-processing
  • machine-learning
  • mnist
  • neural-network
  • python
  • pytorch
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Created
1mo

Ranking data as of October 30, 2026 (UTC).

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Overview

A simple neural network in PyTorch for handwritten digit classification (MNIST), from basic theory to a verified model with 97.86% accuracy. It ranks #1066 on GitTiger, gaining +1 star on October 30, 2026 (UTC).

The project is written in Jupyter Notebook. It was created 1mo ago.

Installation
git clone https://github.com/arielshakaramiro/mnist-pytorch-classifier.git
cd mnist-pytorch-classifier
# see README for setup