• ❌ Models
  • ❌ Linear Regression
  • ❌ Logistic Regression
  • ❌ Decision Trees
  • ❌ Random Forest
  • ❌ Adaboost
  • ✔ K-Nearest Neighbours
  • ❌ K-Means Clustering
  • ❌ Neural Networks
  • ❌ Epsilon Greed Q-Learning
• ❌ Submodules
  • ❌ Genetic Algorithms
    • ❌ Genomes
    • ❌ Optimisers
  • ❌ Neural Networks
    • ❌ Dense Layers
    • ❌ LSTMs
    • ❌ GRUs
  • ❌ Reinforcement Learning
    • ❌ Q-Learning
      • ❌ Greedy
      • ❌ Epsilon Greedy
      • ❌ UCB (Upper Confidence Bounds)
      • ✔ Q-Tables
    • ✔ Environments
  • ❌ Auto Analysis
  • ❌ Maths Tools
  • ✔ Distance Functions
    • ✔ Eucledian
    • ✔ Manhattan
  • ✔ Random Numbers - ✔ Random range with float step
    • ❌ Logging Tools
    • ✔ Types

py-sandbox was created in 2021 by @Neuron-AI, aiming to create an easy experience for all ML engineers, with any and all of the newly developed algorithms from Neuron AI.

Naming Conventions 🧾

Mostly, the names of modules are universal, but, there was some choice of the maths section of the module. In the end, the maths section is known as py-sandbox.math rather than py-sandbox.maths (as we are a British group), since there is such a large population who'll use this knowing American English, and it is quicker to type the American version anyway.