pceuropa / peceptron-python

Single layer Perceptron in Python from scratch + Presentation

Code to presentation about Perceptron

Presentation about single layer perceptron, An ettempt to explain:

• mathematical calculations
• weights
• error function
• parts of diagrams neutral network
• activation functions
• learning algorithms
• lienarly separable sets
• how use PlayGround TensorFlow to imporove skills of comprehensions mainly topis machine learning.

Presentation about machine learning based on the Perceptron. Sponsor : Software House Wroclaw

Visualistaion of all stages learn of model by Matplotlib and mlxtend.plotting.

Directory structure

  presentation/         Html presentation
  ancillary.py/         Ancillary functions (visualistations, etc.)
  data.py/              Data example
  main.py/              Main file
  perceptron.py/        Perceptron Class
  test-task.py/         Test of task

Requirements

Python 3.6+