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