https://github.com/ayushexel/neo

Deep learning library in python from scratch
https://github.com/ayushexel/neo

artificial-intelligence deep-learning deep-learning-tutorial machine-learning machine-learning-coursera machine-learning-tutorials neural-network neural-network-builder neural-networks-from-scratch numpy numpy-neuralnet-exercise numpy-tutorial

Last synced: 29 days ago
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Deep learning library in python from scratch

• Host: GitHub
• URL: https://github.com/ayushexel/neo
• Owner: AyushExel
• Created: 2018-06-02T04:15:05.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-09-08T18:25:53.000Z (about 2 years ago)
• Last Synced: 2024-10-03T12:33:33.628Z (about 2 months ago)
• Topics: artificial-intelligence, deep-learning, deep-learning-tutorial, machine-learning, machine-learning-coursera, machine-learning-tutorials, neural-network, neural-network-builder, neural-networks-from-scratch, numpy, numpy-neuralnet-exercise, numpy-tutorial
• Language: Python
• Size: 267 KB
• Stars: 44
• Watchers: 6
• Forks: 11
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Neo

Deep learning library in python from scratch

# Documentation

The documentation generated using Doxygen can be found in documentaion folder.

Please open `documentation/html/index.html` to view the documentation.

# Dependencies

Numpy

Pandas

These packages can be installed using pip.

For python3.x, run:

```

sudo pip3 install numpy

sudo pip3 install pandas

```

# Test:

Run ```test.py``` file to test nueral networks on classification and regression problems using various optimizers

# Contributing

If you are someone looking to understand deep learning models by implementing or if you are an expert and want to improve the code or fix bugs, you are very welcome. Feel free to suggest improvements and fork the repository.