https://github.com/pmocz/artificialneuralnetwork-python
Artificial Neural Network for Image Classification
https://github.com/pmocz/artificialneuralnetwork-python
artificial-neural-networks astrophysics machine-learning scientific-computing tutorial
Last synced: 5 months ago
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Artificial Neural Network for Image Classification
- Host: GitHub
- URL: https://github.com/pmocz/artificialneuralnetwork-python
- Owner: pmocz
- License: gpl-3.0
- Created: 2023-07-22T05:14:02.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2025-05-08T19:17:36.000Z (9 months ago)
- Last Synced: 2025-05-08T20:27:35.633Z (9 months ago)
- Topics: artificial-neural-networks, astrophysics, machine-learning, scientific-computing, tutorial
- Language: Python
- Homepage: https://philip-mocz.medium.com/create-your-own-artificial-neural-network-for-multi-class-classification-with-python-7011946af722
- Size: 5.66 MB
- Stars: 13
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# artificialneuralnetwork-python
Artificial Neural Network for Image Classification
## Create Your Own Artificial Neural Network for Multi-class Classification (With Python)
### Philip Mocz (2023) [@PMocz](https://twitter.com/PMocz)
### [📝 Read the Algorithm Write-up on Medium](https://philip-mocz.medium.com/create-your-own-artificial-neural-network-for-multi-class-classification-with-python-7011946af722)
Create and train your own artificial neural network to classify images of galaxies from SDSS/the Galaxy Zoo project.
Data used in this work is heavily modified and simplified from the Galaxy Zoo 2 (Willett et al.,2013), MNRAS, 435, 2835.
```
python artificialneuralnetwork.py
```
