[BUG] Numba warnings

[Eric Bridgeford]

Expected Behavior

Numba warnings do not appear.

Actual Behavior

Numba warnings appear when using the latest version of the package.

Example Code

Please see How to create a Minimal, Reproducible example for some guidance on creating the best possible example of the problem

import graspologic as gp

Full Traceback

/usr/local/lib/python3.9/site-packages/umap_learn-0.5.3-py3.9.egg/umap/distances.py:1063: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/usr/local/lib/python3.9/site-packages/umap_learn-0.5.3-py3.9.egg/umap/distances.py:1071: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/usr/local/lib/python3.9/site-packages/umap_learn-0.5.3-py3.9.egg/umap/distances.py:1086: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/usr/local/lib/python3.9/site-packages/umap_learn-0.5.3-py3.9.egg/umap/umap_.py:660: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  @numba.jit()
/usr/local/lib/python3.9/site-packages/graspologic/models/edge_swaps.py:215: NumbaDeprecationWarning: The keyword argument 'nopython=False' was supplied. From Numba 0.59.0 the default is being changed to True and use of 'nopython=False' will raise a warning as the argument will have no effect. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details.
  _edge_swap_numba = nb.jit(_edge_swap, nopython=False)

Your Environment

• Python version: 3.9.13
• graspologic version: 3.2.0

Additional Details

https://github.com/microsoft/graspologic/blob/39f83aedb797444bbfd778b48db44abe73f17d42/graspologic/models/edge_swaps.py#L215