https://github.com/ianjure/simple-neural-network
Implementing a simple neural network using only Numpy.
https://github.com/ianjure/simple-neural-network
deep-learning neural-network notebook numpy scratch-implementation
Last synced: about 1 year ago
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Implementing a simple neural network using only Numpy.
- Host: GitHub
- URL: https://github.com/ianjure/simple-neural-network
- Owner: ianjure
- Created: 2024-07-27T12:58:48.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-09T13:44:19.000Z (over 1 year ago)
- Last Synced: 2025-01-26T17:37:21.064Z (about 1 year ago)
- Topics: deep-learning, neural-network, notebook, numpy, scratch-implementation
- Language: Jupyter Notebook
- Homepage: https://colab.research.google.com/github/ianjure/simple-neural-network/blob/main/Notebook/Simple_Neural_Network_Notebook.ipynb
- Size: 124 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
## Project Dataset
[MNIST Digits](https://drive.google.com/file/d/1Mif0Xmvh4mubRNbmQrLOIJomFjOJNl5s/view?usp=sharing)
## Project Inspiration
[Mathematics of Neural Network](https://youtu.be/b7NnMZPNIXA?si=71v6iAa4-5y6OQ6-)
[Neural Network from Scratch using Only NUMPY](https://youtu.be/YqFHs3gdyac?si=XCNLKEoZud-2NpFK)
[Building a neural network FROM SCRATCH](https://youtu.be/w8yWXqWQYmU?si=KtadAoMfusAPHtdw)
[Neural Networks Explained from Scratch using Python](https://youtu.be/9RN2Wr8xvro?si=AM1YFTry7N6qE8FD)