https://github.com/blancacc/neural_network_initialization_algorithm
https://github.com/blancacc/neural_network_initialization_algorithm
Last synced: about 1 month ago
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- Host: GitHub
- URL: https://github.com/blancacc/neural_network_initialization_algorithm
- Owner: BlancaCC
- Created: 2023-02-05T22:23:07.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-02-06T08:25:53.000Z (almost 3 years ago)
- Last Synced: 2025-01-16T06:15:49.925Z (12 months ago)
- Language: Jupyter Notebook
- Size: 688 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: Readme.md
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README
# Initialization algorithm for neural networks
This is a draft for an algorithm to determine the weight of a one layer neural network.
- The draft paper can be found at `Article` dir.
- The algorithm can be found at `src` and the notebook `code_example` contains a usage example of the package.
- At `Experiment/processing_house_price.ipynb` the data processing and experiment execution are found. Its generate a `csv` file with the results.
- Tests can be executed by `make test`