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Codespaces Prebuilds Python application test with Github Actions using devcontainers

Advanced-Heuristics-and-Algorithms-in-Python

Copilot assisted algorithms and heuristics

Parallel

Information on CUDA with Numba For using CUDA you must create an activate conda:

conda create
conda create --name myenv
conda activate myenv
conda init bash

Probability

  • Roulette simulator:

python probability/roulette.py spin --count 10000 --color="black"

  • Poker similator (run make install then)

python probability/poker.py interactive --rounds 5

Algorithms

  • dijkstra shortest path
  • merge sort

Equations

David Sumpter's 10 Equations

  • Judgment Equation: Bayes
  • Betting Equation
  • Confidence Equation
  • Skill Equation: Markov
  • Influencer Equation
  • Market Equation
  • Advertising Equation
  • Reward Equation
  • Learning Equation
  • Universal Equation

Week 2 algo translations

  • Using advanced features of copilot labs to translate algo

Languages installed via .devcontainer and verified can translate

  • Ruby
  • Rust

Week 1

Research Topic to Explore in Future

References