https://github.com/mayukhdeb/gradient-games
mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.
https://github.com/mayukhdeb/gradient-games
neural-networks numpy
Last synced: 10 months ago
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mostly contains scratchy numpy code to build and train basic neural networks. You might also find a few experiments on torch.
- Host: GitHub
- URL: https://github.com/mayukhdeb/gradient-games
- Owner: Mayukhdeb
- Created: 2020-08-15T14:49:43.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-08-27T07:24:52.000Z (over 5 years ago)
- Last Synced: 2025-02-12T22:22:13.101Z (12 months ago)
- Topics: neural-networks, numpy
- Language: Jupyter Notebook
- Homepage:
- Size: 1.61 MB
- Stars: 3
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# gradient-games
scratchy numpy code to build and train basic neural networks because why not
## [Visualizing weights as they train in a simple 2 layer neural network](https://github.com/Mayukhdeb/gradient-games/blob/master/visualize_nn_on_numpy.ipynb)
## [More weights and layers gives the model a higher capacity to map non-linear data](https://github.com/Mayukhdeb/gradient-games/blob/master/layers_and_non_linearity.ipynb)
