https://github.com/trxxxxkov/spbu-bachelor-thesis
Evaluating the effectiveness of continual learning with Kolmogorov-Arnold Networks in pattern recognition tasks
https://github.com/trxxxxkov/spbu-bachelor-thesis
bachelor-thesis continual-learning kolmogorov-arnold-networks spbu university
Last synced: about 2 months ago
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Evaluating the effectiveness of continual learning with Kolmogorov-Arnold Networks in pattern recognition tasks
- Host: GitHub
- URL: https://github.com/trxxxxkov/spbu-bachelor-thesis
- Owner: trxxxxkov
- License: mit
- Created: 2024-08-08T08:42:54.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2025-04-06T14:19:41.000Z (about 2 months ago)
- Last Synced: 2025-04-06T14:37:04.890Z (about 2 months ago)
- Topics: bachelor-thesis, continual-learning, kolmogorov-arnold-networks, spbu, university
- Language: Jupyter Notebook
- Homepage: https://spbu.ru
- Size: 1.28 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# spbu-bachelor-thesis
Code and thesis document for my Bachelor's diploma on Kolmogorov-Arnold Networks with the implementation and reports included
## Installation
**Pre-requisites:**
```bash
Python 3.9 or higher
pip
```
**This project can be installed using pip as follows:**
```bash
git clone https://github.com/trxxxxkov/spbu-bachelor-thesis.git
cd spbu-bachelor-thesis
pip install .
```
## Project Structure
```bash
spbu-bachelor-thesis/ # Main project directory
├── .github/
│ └── workflows/
│ └── latex-compilation.yaml # GitHub Actions workflow for automatic LaTeX compilation
├── src/ # Directory containing the project's source code
│ ├── ...
│ └── README.md # Codebase structure description
├── .gitignore
├── LICENSE
├── README.md
├── presentation.pdf # Compiled presentation for the thesis (in Russian)
├── presentation.tex # Source code for the presentation
├── pyproject.toml # Configuration file for the build system of the project's source code
├── thesis.pdf # Compiled bachelor thesis document (in Russian)
├── thesis.sty # Custom LaTeX style file for the thesis
└── thesis.tex # Source code for the bachelor thesis document
```