.. local2global documentation master file, created by sphinx-quickstart on Wed Aug 11 10:54:55 2021. You can adapt this file completely to your liking, but it should at least contain the root `toctree` directive. Home ======================================== .. toctree:: :hidden: self Local2Global _____________ Python implementation of the ``local2global`` patch embedding synchronisation method used in [#l2g]_. This code uses embeddings for a set of overlapping patches as input and aligns them to obtain a global embedding. The alignment step is based on the eigenvector synchronisation method of [#eigsync]_. Source code is hosted on `GitHub `_. References +++++++++++ .. [#l2g] \L. G. S. Jeub, G. Colavizza, X. Dong, M. Bazzi, M. Cucuringu (2021). Local2Global: Scaling global representation learning on graphs via local training. DLG-KDD'21. `arXiv:2107.12224 [cs.LG] `_ .. [#eigsync] \M. Cucuringu, Y. Lipman, A. Singer (2012). Sensor network localization by eigenvector synchronization over the euclidean group. ACM Transactions on Sensor Networks 8.3. DOI: `10.1145/2240092.2240093 `_ .. toctree:: :maxdepth: 2 :caption: Contents installation usage/usage test reference Index _______________________ * :ref:`genindex`