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by westurner
422 days ago
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AP®/College Biology > Unit 6: Gene Expression and Regulation > Lesson 6: Mutations: https://www.khanacademy.org/science/ap-biology/gene-expressi... AP®/College Biology > Unit 7: Natural selection:
https://www.khanacademy.org/science/ap-biology/natural-selec... Rosalind.info has free CS algorithms applied bioinformatics exercises in Python; in a tree or a list; including genetic combinatorics.
https://rosalind.info/problems/list-view/ FWICS there is not a "GA with code exercise" in the AP Bio or Rosalind curricula. YouTube has videos of simulated humanoids learning to walk with mujoco and genetic algorithms that demonstrate goal-based genetic programming with Cost / Error / Fitness / Survival functions. Mutating source code AST is a bit different from mutating to optimize a defined optimization problem with specific parameters; though the task is basically the same: minimize error between input and output, and then XAI. |
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And then tests for convergence given different metaparameters and resource costs.