update README.md file (#76)

* update README.md file

* update changelog

Author: vtavana

CHANGELOG.md

@@ -1,17 +1,43 @@
 # changelog
 All notable changes to this project will be documented in this file.
 
-The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 ## [2.5.0] (05/DD/2025)
 
 ### Added
 * Added support for python 3.13 [gh-72](github.com/IntelPython/mkl-service/pull/72)
+* Added support in virtual environment out of the box [gh-79](github.com/IntelPython/mkl-service/pull/79)
 
 ### Changed
 * Migrated from `setup.py` to `pyproject.toml` [gh-66](github.com/IntelPython/mkl-service/pull/66)
 
+## [2.4.2] (10/12/2024)
+
+Tests checking library version moved to the end of the test suite, as after it is run, the state of the library is finalized, and tests that modify that state may fail.
+
+Updated installation instructions.
+
+## [2.4.1]
+
+Transition from `nose` to `unittest` and then to `pytest` to enable support for Python 3.12.
+
+Added Github Actions CI.
+
+Removed `six` as a dependency.
+
+## [2.4.0.post1]
+
+Update description for PyPI package installation
+
+## [2.4.0]
+
+Fixed issue [#14](https://github.com/IntelPython/mkl-service/issues/14).
+
+Added [`mkl.set_num_stripes`](https://software.intel.com/content/www/us/en/develop/documentation/onemkl-developer-reference-c/top/support-functions/threading-control/mkl-set-num-stripes.html) and [`mkl.get_num_stripes`](https://software.intel.com/content/www/us/en/develop/documentation/onemkl-developer-reference-c/top/support-functions/threading-control/mkl-get-num-stripes.html)
+
+Also expanded support `isa` keyword argument values in `mkl.enable_instructions(isa=isa)` function per recent [Intel(R) oneMKL](https://software.intel.com/content/www/us/en/develop/documentation/onemkl-developer-reference-c/top/support-functions/miscellaneous/mkl-enable-instructions.html) support.
 
 ## [2.3.0]
 

README.md

@@ -23,7 +23,9 @@ Intel® OneMKL support functions are subdivided into the following groups accord
 A short example, illustrating its use:
 
 ```python
-import tomopy
-import mkl
-mkl.domain_set_num_threads(1, domain='fft') # Intel(R) MKL FFT functions to run sequentially
+>>> import mkl
+>>> mkl.domain_set_num_threads(1, domain="fft") # OneMKL FFT functions to run sequentially
+# 'success'
 ```
+
+For more information about the usage of support functions see [Developer Reference for Intel® oneAPI Math Kernel Library for C](https://www.intel.com/content/www/us/en/docs/onemkl/developer-reference-c/2025-1/support-functions.html).