├── .gitattributes ├── .ipynb_checkpoints ├── CNN-checkpoint.ipynb └── Untitled1-checkpoint.ipynb ├── .vscode └── settings.json ├── CNN_modules.py ├── CNN_new.ipynb ├── README.md ├── __pycache__ └── CNN_modules.cpython-37.pyc ├── figs ├── CNN_model_real_imag.png └── nn-archi.svg ├── model_cnn_periodic_100.h5 ├── rough note book.ipynb ├── send.sh └── topology_vs.code-workspace /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/.gitattributes -------------------------------------------------------------------------------- /.ipynb_checkpoints/CNN-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/.ipynb_checkpoints/CNN-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/Untitled1-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/.ipynb_checkpoints/Untitled1-checkpoint.ipynb -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/.vscode/settings.json -------------------------------------------------------------------------------- /CNN_modules.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/CNN_modules.py -------------------------------------------------------------------------------- /CNN_new.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/CNN_new.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/README.md -------------------------------------------------------------------------------- /__pycache__/CNN_modules.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/__pycache__/CNN_modules.cpython-37.pyc -------------------------------------------------------------------------------- /figs/CNN_model_real_imag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/figs/CNN_model_real_imag.png -------------------------------------------------------------------------------- /figs/nn-archi.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/figs/nn-archi.svg -------------------------------------------------------------------------------- /model_cnn_periodic_100.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/model_cnn_periodic_100.h5 -------------------------------------------------------------------------------- /rough note book.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/rough note book.ipynb -------------------------------------------------------------------------------- /send.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/send.sh -------------------------------------------------------------------------------- /topology_vs.code-workspace: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/santoshkumarradha/Machine-learning-topological-insulators/HEAD/topology_vs.code-workspace --------------------------------------------------------------------------------