Commit c1b97097 authored by Scheele, Stephan's avatar Scheele, Stephan
Browse files

updated notebook

parent 9618abeb
...@@ -7,6 +7,7 @@ ...@@ -7,6 +7,7 @@
"# Using Trepan: a demonstration\n", "# Using Trepan: a demonstration\n",
"\n", "\n",
"By: Yuriy Sverchkov\n", "By: Yuriy Sverchkov\n",
"Date: Feb 2021\n",
"\n", "\n",
"Assistant Scientist\n", "Assistant Scientist\n",
"\n", "\n",
...@@ -14,6 +15,9 @@ ...@@ -14,6 +15,9 @@
"\n", "\n",
"University of Wisconsin - Madison, USA\n", "University of Wisconsin - Madison, USA\n",
"\n", "\n",
"Adapted for AI-Campus course [XAI4Ing](https://learn.ki-campus.org/courses/erklaerbareki2020) by Stephan Scheele, https://www.uni-bamberg.de/en/cogsys/scheele-stephan/\n",
"\n",
"\n",
"## Trepan\n", "## Trepan\n",
"\n", "\n",
"[M. Craven and J. Shalvik. 1995. Extracting tree-structured representations of trained networks. In Proceedings of the 8th International Conference on Neural Information Processing 1995](https://dl.acm.org/doi/10.5555/2998828.2998832)\n", "[M. Craven and J. Shalvik. 1995. Extracting tree-structured representations of trained networks. In Proceedings of the 8th International Conference on Neural Information Processing 1995](https://dl.acm.org/doi/10.5555/2998828.2998832)\n",
...@@ -23,7 +27,16 @@ ...@@ -23,7 +27,16 @@
"\n", "\n",
"In this notebook we will use a modern implementation in the [`generalizedtrees`](https://github.com/Craven-Biostat-Lab/generalizedtrees) package to run Trepan on one of the original datasets used in the paper. `generalizedtrees` is under development with major changes from version to version. It is a project that attempts to bring together many different variants of tree learning together into a single framework.\n", "In this notebook we will use a modern implementation in the [`generalizedtrees`](https://github.com/Craven-Biostat-Lab/generalizedtrees) package to run Trepan on one of the original datasets used in the paper. `generalizedtrees` is under development with major changes from version to version. It is a project that attempts to bring together many different variants of tree learning together into a single framework.\n",
"\n", "\n",
"For this notebook we will use `generalizedtrees` version 1.1.0" "For this notebook we will use `generalizedtrees` version 1.1.0\n",
"\n",
"\n",
"## Contact\n",
"Via the gitlab website: Stephan Scheele, https://www.uni-bamberg.de/en/cogsys/scheele-stephan/\n",
"\n",
"## License\n",
"\n",
"This work is licensed under Creative Commons Attribution 4.0 International License.\n",
"https://creativecommons.org/licenses/by/4.0/\n"
] ]
}, },
{ {
......
...@@ -7,6 +7,7 @@ ...@@ -7,6 +7,7 @@
"# Using Trepan: a demonstration\n", "# Using Trepan: a demonstration\n",
"\n", "\n",
"By: Yuriy Sverchkov\n", "By: Yuriy Sverchkov\n",
"Date: Feb 2021\n",
"\n", "\n",
"Assistant Scientist\n", "Assistant Scientist\n",
"\n", "\n",
...@@ -14,6 +15,9 @@ ...@@ -14,6 +15,9 @@
"\n", "\n",
"University of Wisconsin - Madison, USA\n", "University of Wisconsin - Madison, USA\n",
"\n", "\n",
"Adapted for AI-Campus course [XAI4Ing](https://learn.ki-campus.org/courses/erklaerbareki2020) by Stephan Scheele, https://www.uni-bamberg.de/en/cogsys/scheele-stephan/\n",
"\n",
"\n",
"## Trepan\n", "## Trepan\n",
"\n", "\n",
"[M. Craven and J. Shalvik. 1995. Extracting tree-structured representations of trained networks. In Proceedings of the 8th International Conference on Neural Information Processing 1995](https://dl.acm.org/doi/10.5555/2998828.2998832)\n", "[M. Craven and J. Shalvik. 1995. Extracting tree-structured representations of trained networks. In Proceedings of the 8th International Conference on Neural Information Processing 1995](https://dl.acm.org/doi/10.5555/2998828.2998832)\n",
...@@ -23,7 +27,16 @@ ...@@ -23,7 +27,16 @@
"\n", "\n",
"In this notebook we will use a modern implementation in the [`generalizedtrees`](https://github.com/Craven-Biostat-Lab/generalizedtrees) package to run Trepan on one of the original datasets used in the paper. `generalizedtrees` is under development with major changes from version to version. It is a project that attempts to bring together many different variants of tree learning together into a single framework.\n", "In this notebook we will use a modern implementation in the [`generalizedtrees`](https://github.com/Craven-Biostat-Lab/generalizedtrees) package to run Trepan on one of the original datasets used in the paper. `generalizedtrees` is under development with major changes from version to version. It is a project that attempts to bring together many different variants of tree learning together into a single framework.\n",
"\n", "\n",
"For this notebook we will use `generalizedtrees` version 1.1.0" "For this notebook we will use `generalizedtrees` version 1.1.0\n",
"\n",
"\n",
"## Contact\n",
"Via the gitlab website: Stephan Scheele, https://www.uni-bamberg.de/en/cogsys/scheele-stephan/\n",
"\n",
"## License\n",
"\n",
"This work is licensed under Creative Commons Attribution 4.0 International License.\n",
"https://creativecommons.org/licenses/by/4.0/\n"
] ]
}, },
{ {
......
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