Merge pull request #155 from WojciechMigda/GH143-documentation

Add 'Reference papers' documentation page

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`

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 <https://arxiv.org/abs/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 <https://arxiv.org/abs/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 <https://arxiv.org/abs/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. <https://arxiv.org/abs/2002.01245>`_
+
+   Tsetlin Machine with integer-weighted clauses.
+