NeuroFlex is an AI platform for flexible and scalable neurnetwork & neuroscience training and optimization, supporting advanced model development and deployment.
Fixed import paths in test files to ensure correct module locations.
Implemented a numerically stable sigmoid function to resolve overflow warnings.
Enhanced logging for line search warnings in math_solvers.py to aid in diagnosing persistent issues.
Adjusted optimization parameters in math_solvers.py to improve convergence and reduce warnings related to line search and gradient evaluations. This includes increasing the maximum number of iterations and adding alternative optimization methods.
Summary:
math_solvers.pyto aid in diagnosing persistent issues.math_solvers.pyto improve convergence and reduce warnings related to line search and gradient evaluations. This includes increasing the maximum number of iterations and adding alternative optimization methods.Checklist:
Link to Devin run: https://preview.devin.ai/devin/e167658f782a40bb8a55abe144917961
This PR was written by Devin :angel:
This Devin run was requested by kasinadhsarma.
If you have any feedback, you can leave comments in the PR and I'll address them in the app!