Attempt to learn invariants of hyperbolic 3-manifolds.
- Sage (tested on Sage 9.4): https://www.sagemath.org/
- Snappy (install via
sage -pip install snappy
): https://snappy.math.uic.edu/ - Python3 with the following packages: numpy, tensorflow, keras, scipy, scikit-learn, matplotlib (install via
pip install <package>
)
Download the project using
git clone https://github.com/faabian/hyp-ml/
Run the neural network using
python3 nn.py
Create a table of invariants for training using
sage invariants.sage > new_table.txt