MNIST-DNN-kaggle

Kaggle competition based on MNIST dataset. My place at competition: #481

https://www.kaggle.com/c/digit-recognizer

Score:

Iteration: 49500 Loss: 3.0040672527320567e-07 Accuracy: 99.17857360839844 %

Kaggle validation: Your submission scored 0.99060

Installation

Install PyTorch to work with neural networks.

Use the package manager pip to install this libs.

pip install pandas

pip install numpy

pip install scikit-learn

Usage

Python 3.8+ required.

python dnn.py