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.gitignore
Conic_Shapes_Generator.ipynb
Conic_Shapes_Training.ipynb
LICENSE
README.md

README.md

ml-2dshapes

This repository contains notebooks from the blog titled "Recognizing Geometric Shapes in 2-D Space Using Machine Learning"

    There are two notebooks:
  • Conic_Shapes_Generator.ipynb - This notebook contains code to generate the dataset of conic curves.
  • Conic_Shapes_Training.ipynb - This notebook contains code for training a neural network classifier that can classify the conic shapes.

Requirements and Setup

The following requirements must be satisfied to run the notebooks:

  1. Operating System (Windows 8/10/Linux)
  2. Python 3.6
  3. Pandas
  4. Numpy
  5. Matplotlib
  6. Jupyter notebook
  7. Scikit-learn
  8. TensorFlow
  9. Keras

Follow these instructions to set up: First install python 3.6 from the official website.
After installing python, open the command prompt and execute the following commands:

pip install jupyter
pip install pandas
pip install numpy
pip install matplotlib
pip install scikit-learn
pip install tensorFlow
pip install keras

License

See LICENSE.md

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