TutteInstitute · kalebruscitti · Feb 6, 2026 · Feb 6, 2026
diff --git a/README.md b/README.md
@@ -3,7 +3,7 @@ align="left" width="200" height="120"
 src="./docs/icon.png" alt="Temporal Mapper Logo">
 ## Temporal Mapper
 
-### V.1.0.2 - January 17th '26
+### V.1.1.0 - February 02 2026
 -----------------------------------------------
 This is a library for using the Mapper for temporal topic modelling.
 Though things broadly work now, the edge cases have not been throughly 

diff --git a/docs/build/doctrees/api.doctree b/docs/build/doctrees/api.doctree
diff --git a/docs/build/doctrees/centroid-datamap.doctree b/docs/build/doctrees/centroid-datamap.doctree
diff --git a/docs/build/doctrees/dbmapper_theory.doctree b/docs/build/doctrees/dbmapper_theory.doctree
diff --git a/docs/build/doctrees/environment.pickle b/docs/build/doctrees/environment.pickle
diff --git a/docs/build/doctrees/index.doctree b/docs/build/doctrees/index.doctree
diff --git a/docs/build/doctrees/installation.doctree b/docs/build/doctrees/installation.doctree
diff --git a/docs/build/doctrees/nbsphinx/centroid-datamap.ipynb b/docs/build/doctrees/nbsphinx/centroid-datamap.ipynb
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diff --git a/docs/build/doctrees/nbsphinx/dbmapper_theory.ipynb b/docs/build/doctrees/nbsphinx/dbmapper_theory.ipynb
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diff --git a/docs/build/doctrees/nbsphinx/temporal-plot.ipynb b/docs/build/doctrees/nbsphinx/temporal-plot.ipynb
diff --git a/docs/build/doctrees/nbsphinx/temporal-plot_10_1.png b/docs/build/doctrees/nbsphinx/temporal-plot_10_1.png
diff --git a/docs/build/doctrees/nbsphinx/temporal-plot_14_0.png b/docs/build/doctrees/nbsphinx/temporal-plot_14_0.png
diff --git a/docs/build/doctrees/nbsphinx/temporal-plot_8_1.png b/docs/build/doctrees/nbsphinx/temporal-plot_8_1.png
diff --git a/docs/build/doctrees/paramselection.doctree b/docs/build/doctrees/paramselection.doctree
diff --git a/docs/build/doctrees/temporal-plot.doctree b/docs/build/doctrees/temporal-plot.doctree
diff --git a/docs/build/doctrees/visualization.doctree b/docs/build/doctrees/visualization.doctree
diff --git a/docs/build/html/.buildinfo b/docs/build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
-# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: e4148b82dee648a07e6f2b09b9047ebc
+# This file records the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: 4144d4c7336d929eb9dae0f158ffadec
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/build/html/.buildinfo.bak b/docs/build/html/.buildinfo.bak
@@ -0,0 +1,4 @@
+# Sphinx build info version 1
+# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: e4148b82dee648a07e6f2b09b9047ebc
+tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/docs/build/html/_images/centroid-datamap_11_0.png b/docs/build/html/_images/centroid-datamap_11_0.png
diff --git a/docs/build/html/_images/centroid-datamap_7_1.png b/docs/build/html/_images/centroid-datamap_7_1.png
diff --git a/docs/build/html/_images/centroid-datamap_9_0.png b/docs/build/html/_images/centroid-datamap_9_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_11_0.png b/docs/build/html/_images/dbmapper_theory_11_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_13_0.png b/docs/build/html/_images/dbmapper_theory_13_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_17_0.png b/docs/build/html/_images/dbmapper_theory_17_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_19_0.png b/docs/build/html/_images/dbmapper_theory_19_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_23_0.png b/docs/build/html/_images/dbmapper_theory_23_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_26_0.png b/docs/build/html/_images/dbmapper_theory_26_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_5_0.png b/docs/build/html/_images/dbmapper_theory_5_0.png
diff --git a/docs/build/html/_images/dbmapper_theory_9_0.png b/docs/build/html/_images/dbmapper_theory_9_0.png
diff --git a/docs/build/html/_images/temporal-plot_10_1.png b/docs/build/html/_images/temporal-plot_10_1.png
diff --git a/docs/build/html/_images/temporal-plot_14_0.png b/docs/build/html/_images/temporal-plot_14_0.png
diff --git a/docs/build/html/_images/temporal-plot_8_1.png b/docs/build/html/_images/temporal-plot_8_1.png
diff --git a/docs/build/html/_sources/api.rst.txt b/docs/build/html/_sources/api.rst.txt
@@ -3,6 +3,10 @@ TemporalMapper API
 
 .. autoclass:: temporalmapper.TemporalMapper
 
+    .. autofunction:: temporalmapper.TemporalMapper.temporal_plot
+
+    .. autofunction:: temporalmapper.TemporalMapper.interactive_temporal_plot
+
 .. automodule:: temporalmapper.utilities
 
     .. autofunction:: centroid_datamap

diff --git a/docs/build/html/_sources/centroid-datamap.ipynb.txt b/docs/build/html/_sources/centroid-datamap.ipynb.txt
diff --git a/docs/build/html/_sources/dbmapper_theory.ipynb.txt b/docs/build/html/_sources/dbmapper_theory.ipynb.txt
diff --git a/docs/build/html/_sources/index.rst.txt b/docs/build/html/_sources/index.rst.txt
@@ -13,7 +13,8 @@ which is built using the Density-Based Mapper algorithm.
     installation
     dbmapper_theory
     paramselection
-    visualization
+    temporal-plot
+    centroid-datamap
 
 .. toctree::
     :maxdepth: 2

diff --git a/docs/build/html/_sources/installation.rst.txt b/docs/build/html/_sources/installation.rst.txt
@@ -1,8 +1,11 @@
 Installation
 ============
 
-Temporal Mapper is not yet on PyPI, so in the meantime it can be
-installed locally, as follows::
+You can install Temporal Mapper on PyPi::
+
+    pip install temporal-mapper
+
+Or you can clone the repository and install it locally::
 
     git clone https://github.com/TutteInstitute/temporal-mapper.git
     cd temporal-mapper

diff --git a/docs/build/html/_sources/temporal-plot.ipynb.txt b/docs/build/html/_sources/temporal-plot.ipynb.txt
diff --git a/docs/build/html/_static/_sphinx_javascript_frameworks_compat.js b/docs/build/html/_static/_sphinx_javascript_frameworks_compat.js
@@ -1,20 +1,9 @@
-/*
- * _sphinx_javascript_frameworks_compat.js
- * ~~~~~~~~~~
- *
- * Compatability shim for jQuery and underscores.js.
- *
- * WILL BE REMOVED IN Sphinx 6.0
- * xref RemovedInSphinx60Warning
+/* Compatability shim for jQuery and underscores.js.
  *
+ * Copyright Sphinx contributors
+ * Released under the two clause BSD licence
  */
 
-/**
- * select a different prefix for underscore
- */
-$u = _.noConflict();
-
-
 /**
  * small helper function to urldecode strings
  *