https://github.com/neurotorch/mnistclassification_neurotorch
https://github.com/neurotorch/mnistclassification_neurotorch
Last synced: 12 months ago
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- Host: GitHub
- URL: https://github.com/neurotorch/mnistclassification_neurotorch
- Owner: NeuroTorch
- License: apache-2.0
- Created: 2022-09-20T17:34:30.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2023-08-13T19:44:59.000Z (almost 3 years ago)
- Last Synced: 2025-04-06T11:47:22.798Z (over 1 year ago)
- Language: Python
- Size: 801 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# MNIST Application.
#### This work is currently in progress. However, the code is functional and can be used to train a model on MNIST dataset.
In this application we are using NeuroTorch to classify the MNIST dataset or the Fashion-MNIST dataset. In the folder
you can find the [main script](main.py) which contains a simple run of NeuroTorch for image classification.
Here is an exemple of the MNIST dataset:
And an exemple of the Fashion-MNIST dataset:
For the one who want more statistical information about the dynamics of NeuroTorch on classification task, you
can run the [results generation script](results_generation.py) which will generate a file with the results of the
trainings and the testings with different models and different parameters. Note that this script can take a while to
run.
In the first place, whether you want to run the tutoriel or the entire analysis, you will want to install the
dependencies.
```
pip install git+https://github.com/NeuroTorch/NeuroTorch
pip install -r requirements.txt
```