From 1dc753bedadc33967906ee521c0fb4e8ea7fb5e1 Mon Sep 17 00:00:00 2001 From: Wojciech Migda Date: Wed, 9 Feb 2022 00:37:45 +0100 Subject: [PATCH] Add 'Reference papers' documentation page --- docs/index.rst | 2 +- docs/literature.rst | 22 ++++++++++++++++++++++ 2 files changed, 23 insertions(+), 1 deletion(-) create mode 100644 docs/literature.rst diff --git a/docs/index.rst b/docs/index.rst index fe759e0..8c2b0e3 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -11,11 +11,11 @@ Welcome to Tsetlini's documentation! :caption: Internals internals/implementation + literature Indices and tables ================== * :ref:`genindex` -* :ref:`modindex` * :ref:`search` diff --git a/docs/literature.rst b/docs/literature.rst new file mode 100644 index 0000000..ffbcaab --- /dev/null +++ b/docs/literature.rst @@ -0,0 +1,22 @@ +Literature +========== + +Reference papers +**************** + +1. Granmo, O.C., 2018. The Tsetlin Machine--A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic. `arXiv preprint arXiv:1804.01508 `_. + + Original paper which introduces Tsetlin Machines Classifier. + +2. Abeyrathna, K.D., Granmo, O.C., Zhang, X. and Goodwin, M., 2019, July. A scheme for continuous input to the Tsetlin machine with applications to forecasting disease outbreaks. In International conference on industrial, engineering and other applications of applied intelligent systems (pp. 564-578). Springer, Cham. `arXiv preprint arXiv:1905.04199 `_. + + Tsetlin Machine with continuous features. + +3. Abeyrathna, K.D., Granmo, O.C., Jiao, L. and Goodwin, M., 2019, September. The regression Tsetlin machine: a Tsetlin machine for continuous output problems. In EPIA Conference on Artificial Intelligence (pp. 268-280). Springer, Cham. `arXiv preprint arXiv:1905.04206 `_. + + Paper which introduces Tsetlin Machine Regressor. + +4. Abeyrathna, K.D., Granmo, O.C. and Goodwin, M., 2020. A regression Tsetlin Machine with integer weighted clauses for compact pattern representation. `arXiv preprint arXiv:2002.01245. `_ + + Tsetlin Machine with integer-weighted clauses. +