readme changes, version bump

README.md

@@ -1,8 +1,8 @@
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.3548989.svg)](https://doi.org/10.5281/zenodo.3548989)
 [![Codecov](https://img.shields.io/codecov/c/github/cgevans/scikits-bootstrap)](https://codecov.io/gh/cgevans/scikits-bootstrap)
 [![PyPI](https://img.shields.io/pypi/v/scikits-bootstrap)](https://pypi.org/project/scikits.bootstrap/)
-![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/cgevans/scikits-bootstrap)
-![PyPI - Python Version](https://img.shields.io/pypi/pyversions/scikits-bootstrap)
+[![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/cgevans/scikits-bootstrap)](https://github.com/cgevans/scikits-bootstrap/releases)
+[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/scikits-bootstrap)](https://pypi.org/project/scikits.bootstrap/)
 
 
 Documentation: [Stable](https://scikits-bootstrap.readthedocs.io/en/stable/), [Latest](https://scikits-bootstrap.readthedocs.io/en/latest/).
@@ -38,7 +38,7 @@ in mind:
 
 - I am following semantic versioning.
 
-- Code should be black-formatted, should have type annotations that work
+- Code should be black-formatted, and should have type annotations that work
   in 3.7 through the latest stable Python, and PyPy3.
 
 - Docstrings should be in Numpy format.  They should preferably include
@@ -58,12 +58,12 @@ in mind:
   explanation than otherwise as to how they are generally useful.
 
 The package is licensed under the BSD 3-Clause License. It is supported
-in part by the Evans Foundation.
+by the [Evans Foundation](https://evansfmm.org).
 
-Version Info
-============
+Version Information
+===================
 
--   v1.1.0-pre.2: Randomness is now generated via a numpy.random
+-   v1.1.0: Randomness is now generated via a numpy.random
     Generator. Anything that relied on using numpy.random.seed to obtain
     deterministic results will fail (mostly of relevance for testing).
     Seeds (or Generators) can now be passed to relevant functions with

src/scikits/bootstrap/bootstrap.py

@@ -81,7 +81,7 @@ def _nppf_py(x: float) -> float:
 ncdf = np.vectorize(_ncdf_py, [float])
 
 
-__version__ = "1.1.0-pre.2"
+__version__ = "1.1.0"
 
 
 class InstabilityWarning(UserWarning):