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Neural Networks

A Testspace for Neural Networks and Machine Learning Projects in Python

Projects:

  • A Pong playing AI using Policy Gradient Reinforcement Learning (Src).
    • Pong game from OpenAI's Gym package
    • Full writeup can be found here
  • Classifies Breast Cancer tumors as malignant or benign (Src)
  • Classifies handwriten digits (0-9) (Src)
  • Classifies handwriten digits (0-9) (Src)
  • Can model basic monotonic functions (Src)
    • Single-Layer Perceptron Network
    • Implemented from scratch as a proof of concept of neural networks.

Coded in Python 3.5 with:

Useful References: