34019a67b0
feat(ga, api): Implement advanced GA strategy and refactor API for v0.4.0
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This commit introduces a major enhancement to the genetic algorithm's convergence logic and refactors key parts of the API for better clarity and usability.
- **feat(ga):** Re-implements the GA solver (CPU & CUDA) to use a more robust strategy based on Elitism, Crossover, and Mutation. This replaces the previous, less efficient model and is designed to significantly improve accuracy and convergence speed.
- **feat(api):** Updates `GA_Options` to expose the new GA strategy parameters:
- Renames `mutation_percentage` to `mutation_strength` for clarity.
- Adds `elite_ratio`, `crossover_ratio`, and `mutation_ratio`.
- Includes a `__post_init__` validator to ensure ratios are valid.
- **refactor(api):** Moves `quadratic_solve` from a standalone function to a method of the `Function` class (`f1.quadratic_solve()`). This provides a cleaner, more object-oriented API.
- **docs:** Updates the README, `GA_Options` doc page, and `quadratic_solve` doc page to reflect all API changes, new parameters, and updated usage examples.
- **chore:** Bumps version to 0.4.0.
2025-10-27 10:12:45 -04:00
0536003dce
Update README.md
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2025-06-30 15:39:47 +00:00
ee18cc9e59
Added Branding ( #14 )
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Reviewed-on: #14
2025-06-19 17:54:07 +00:00
ce464cffd4
FEAT: Added support for float coefficients ( #13 )
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Reviewed-on: #13
Co-authored-by: Jonathan Rampersad <rampersad.jonathan@gmail.com >
Co-committed-by: Jonathan Rampersad <rampersad.jonathan@gmail.com >
2025-06-18 13:20:18 +00:00
c94d08498d
Edited README to advise of function * function multiplication being available ( #12 )
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2025-06-18 12:55:37 +00:00
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Update README.md
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Signed-off-by: Jonathan Rampersad <jonathan@jono-rams.work >
2025-06-17 18:37:17 +00:00
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docs: Added documentation for nth_derivative function
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2025-06-17 14:35:03 -04:00
d27497488f
fix: differential in README.md renamed to derivative
2025-06-17 14:30:40 -04:00
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Apply patch from GitHub PR #10 by jono-rams
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Apply patch from GitHub PR #9 by allcontributors[bot]
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2025-06-17 13:59:47 +00:00
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Update README.md
2025-06-17 13:53:34 +00:00
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[GitHub PR #7 by jono-rams] All contributors/add jono rams ( #6 )
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**Mirrored from GitHub PR `#7` by `jono-rams`**
Original PR: https://github.com/jono-rams/PolySolve/pull/7
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2025-06-17 13:48:34 +00:00
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2025-06-17 09:23:26 -04:00
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Removed cuda 11 version for consistency with automated tests
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2025-06-16 19:27:24 -04:00
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Initial Commit
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2025-06-16 18:40:06 -04:00
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2025-06-16 21:36:05 +00:00
