https://github.com/emilemathieu/blog_cnn
A simple deep learning library implementation in Python
https://github.com/emilemathieu/blog_cnn
Last synced: about 1 year ago
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A simple deep learning library implementation in Python
- Host: GitHub
- URL: https://github.com/emilemathieu/blog_cnn
- Owner: emilemathieu
- Created: 2018-08-08T10:50:52.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-08-09T16:00:51.000Z (almost 8 years ago)
- Last Synced: 2025-02-17T07:44:23.788Z (over 1 year ago)
- Language: Python
- Size: 15.6 KB
- Stars: 3
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# A simple deep learning library implementation in Python
### Code used for [my tutorial blog post](http://emilemathieu.fr/blog_cnn.html).
## Run example
```
git clone https://github.com/emilemathieu/blog_cnn
cd blog_cnn
python example.py
```
## Repository organisation
- example.py: example
- mllib > optim.py: several classical gradient-based optimisation schemes
- mllib > loss.py: several classical loss to be optimised
- mllib > tools.py: data preprocessing tools
- mllib > nn.py: modules (layers)