Update RELEASE.md

RELEASE.md

@@ -1,11 +1,16 @@
 # Release log
 
-
 ## Unreleased
 
 ### Added
+
 - ability to live-update the min-intersection threshold for edges on the d3 vis (#231)
 
+### Fixed/Changed
+
+- Update docs and sphinx-gallery to build again.
+- Update CI/CD runners to test modern versions of python; drop python 3.7 compatibility.
+- Change visual tests to use built-in `int` type rather than `np.uint8`.
 
 ## 2.0.1
 
@@ -22,7 +27,6 @@
   during an AND or OR search query again directly reflects the number of items within the node. (#227)
 - The default search mode is now AND -- because that's the expected behavior, because that's how the google works (#227)
 
-
 ## 2.0.0
 
 ### Visualization
@@ -46,7 +50,7 @@ All of the below changes apply to kmapper's D3 html visualization.
 - multiple `color_values` arrays can be passed, and switched between interactively in the display.
 - the node color function can be specified, as a string, to any function available on the numpy base class (e.g.,
   'mean', 'median', 'max', 'min'. (Before, the only available function was `np.mean`.
-    - Multiple node color functions can be specified, and toggled between interactively in the display.
+  - Multiple node color functions can be specified, and toggled between interactively in the display.
 - The toolbar display now uses css flexbox, which avoids overlap-problems on smaller viewports.
 
 ### Kmapper
@@ -55,63 +59,73 @@ All of the below changes apply to kmapper's D3 html visualization.
 - only support python >= 3.6
 
 ## 1.4.1
+
 - New CI/CD pipeline
 
 ## 1.4
+
 - More flexible visualization coloring (PR 190)
 - Better support for sparse matrices (PR 189)
 - Better support for precomputed distance matrices (PR 184)
 
 ## 1.3.x
+
 - A series of releases to support JOSS submission
 
 ## 1.3.0 (October 12, 2019)
+
 - JOSS Release -- final revision
 - Allow sparse matrices in `map` function (PR #163)
 - Use sphinx-gallery for documentation examples (#164)
 - Removed mutable arguments (#165)
 
 ## 1.2.0 (Feb 18, 2019)
+
 - New implementation of the cover API makes it consistent with the literature (your % overlap will probably have to be decreased when updating).
 - New documentation website (kepler-mapper.scikit-tda.org).
 
 ## 1.1.6 (Nov 8, 2018)
+
 - Plotly visualization interface.
 - Networkx adapter
 - Bug fixes
 - Scikit-tda integration
 
 ## 1.1.2
+
 - Bug fix, setup.py did not include static directory so installation visualizations did not work when installed from pypi.
 - Add Jupyter notebook support
 
 ## 1.1
+
 - Massive visualization upgrades
 - Separation of HTML, JS, CSS, and Python code
 - New nerves and covers API
 - Documentation site
 
 ## 1.0.1
+
 - Convert versioning scheme to major.minor.micro
 - Restructure library to be compatible with PyPi installation
 - Minor bug fixes
 - Include preliminary unit test suite
 - Refactor, extract helper classes and helper functions
 
-
 # Release log - Pre-alpha
 
 ## v00009
 
 ## v00008
 
 ## v00007
+
 - Add L2^Norm Lens
 - Add Winsconsin Breast Cancer Data Anomaly Detection Example
 - Fixed bug: k-means with set number of clusters higher than min_cluster_samples
 - Add self.inverse_X for new future feature: transforming on unseen data.
 
 ## v00006
+
 - Removed link_local functionality
 - Halved the number of edges drawn (no two-way edges)
 - Added support for clustering on the inverse image
@@ -121,20 +135,23 @@ All of the below changes apply to kmapper's D3 html visualization.
 - Added 7 projections/lenses from statistics
 
 ## v00005
+
 - Made Python 3 compatible
 - Ability to turn off title, meta and tooltips
 - Ability to set the window height and width of HTML output
 - Added basic support for another color function: average signal
 - De-emphasized link_local functionality, since its current implementation is no good.
 
 ## v00004
+
 - Added dimensionality reduction
 - Added "digits" case study
 - changed fit to fit_transform and return of data
 - added tooltips
 - added support for custom tooltips
 
 ## v00003
+
 - Refactored dimension index to use a list of arbitrary dimensions
 - Improved verbosity
 - Added levels of verbosity
@@ -144,6 +161,7 @@ All of the below changes apply to kmapper's D3 html visualization.
 - Added a gallery in the example directory
 
 ## v00002
+
 - Added a multi-dimensional mode: use all dimensions.
 - Added case study: 3D point cloud data for animals
 - Added case study: Make circles
@@ -154,6 +172,7 @@ All of the below changes apply to kmapper's D3 html visualization.
 - Added release log
 
 ## v00001
+
 - Wrote class
 - Wrote documentation
 - Added license