This repository contains a Python Scrpt that allows the user to optimize Bamboo Structures with Machine learning, in order to use the least amount of bamboo canes to build a certain bamboo structure. Two different bamboo structures are provided as JSON files as case studies:
In order to run the python script, it is strongly recommended to create a virtual python environment with the following python libraries:
python 3.5
Keras 2.2.4
matplotlib 3.1.3
numpy 1.18.1
opencv-python 4.2.0.32
pandas 1.0.1
scipy 1.4.1
tensorboard 1.13.1
tensorflow 1.13.1
tqdm 4.43.0
Special thanks to:
- Vlad Buzica: for introducing me to this problem and showing me his algorithm to sort bamboo canes
- sentdex: best youtube channel about machine learning