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LC-Linkous/README.md

Hi there 👋

For more information on tutorials, current projects and step-by-step tutorials, visit my main project page

Publications and research can be found on my Google Scholar and ResearchGate pages

Interested in collaboration? Reach out to me on Linkedin!


Assorted Project Quick Links
Base Optimizer Alternate Version Quantum-Inspired Optimizer Surrogate Model Version
pso_python pso_basic pso_quantum all versions are options in surrogate_model_optimization
cat_swarm_python sand_cat_python cat_swarm_quantum all versions are options in surrogate_model_optimization
chicken_swarm_python 2015_improved_chicken_swarm
2022 improved chicken swarm
chicken_swarm_quantum all versions are options in surrogate_model_optimization
sweep_python *alternates in base repo - -
bayesian optimization_python - - *interchangeable surrogate models
included in base repo
multi_glods_python GLODS
DIRECT
- multiGLODS option in surrogate_model_optimization

Tools:

Tutorials:

Trinkets:

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  1. AntennaCalculationAutotuningTool AntennaCalculationAutotuningTool Public

    Antenna Calculation and Autotuning (AntennaCAT) is a comprehensive implementation of machine learning to automate, evaluate, and optimize the antenna design process using EM simulation software.

    Python 6 1

  2. AntennaCalculator AntennaCalculator Public

    Forked from Dollarhyde/AntennaCalculator

    Quick class-based restructure + library updates. Has CLI and GUI branches

    Python 1 1

  3. 2024-URSI-NRSM-1265 2024-URSI-NRSM-1265 Public

    Repository for code featured in "Machine Learning Assisted Optimization Methods for Automated Antenna Design"

    Jupyter Notebook 4 1

  4. tinySA_python tinySA_python Public

    An unofficial Python API for the tinySA device line

    Python 4