Python 310 ci (#806)

* 795 conda env  python3 10 using updated tag from pyepr (#796)

* Callable from collections is depreicated for python 3.10 so need to use collections.abc.

* Add new tag for pyepr.

* Update tags for new Metal pypi release.

* Wait until Samarth s pull request is merged.

* To make run_all_tests to pass.  @GyeongHun had the fix.

* Use later tag.

* Implement Ability to Extract Q-factors from Eigenmode Simulations (#794)

* Implement Ability to Extract Q-factors from Eigenmode Simulations

* Updated tests

* Added Tutorial

* Revert "Updated tests"

This reverts commit 146b0e9.
Tests would be restored to the one in main.

* When one plot_convergences(), then the frequiences are gathered so they gotten by get_frequencies().

* Removed solution_type variable. Replaced by pyEPR implementation

* Updated tests

Co-authored-by: Priti Ashvin Shah <74020801+priti-ashvin-shah-ibm@users.noreply.github.com>
Co-authored-by: Priti A Shah <Priti.Ashvin.Shah@ibm.com>

* Create a new tag for pip release. (#802)

Co-authored-by: Priti Shah <Priti.Ashvin.Shah@ibm.com>

* Fixed the FakeJunctionGDS error this time for Issue 733 (#801)

Co-authored-by: Priti Ashvin Shah <74020801+priti-ashvin-shah-ibm@users.noreply.github.com>

* Optimize-performance (#803)

* allow for using cached s_remove and s_keep; vectorize extract_energies()

* initialize chi matrix with np.empty instead of list

* cache c_k, c_inv_k, l_inv_k

* no need to validate input for add_interaction since it's called internally

* Add python 3.10

* Change python version from number to text

Co-authored-by: Priti Ashvin Shah <74020801+priti-ashvin-shah-ibm@users.noreply.github.com>
Co-authored-by: Samarth Hawaldar <47246334+SamarthH@users.noreply.github.com>
Co-authored-by: Priti A Shah <Priti.Ashvin.Shah@ibm.com>
Co-authored-by: Connor Bowman <58343812+bowmanconnor@users.noreply.github.com>
Co-authored-by: Soham Bopardikar <bopardikarsoham@gmail.com>
Co-authored-by: Yehan Liu <74025052+quantum-quant@users.noreply.github.com>

.github/workflows/main.yml

@@ -14,7 +14,7 @@ jobs:
     # Set matrix for runs-on
     strategy:
       matrix:
-        python-version: [3.7, 3.8, 3.9]
+        python-version: ['3.7', '3.8', '3.9', '3.10']
         os: ["macOS-latest", "ubuntu-latest"]
     steps:
       - name: Chekout code

setup.py

@@ -46,6 +46,7 @@
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
         "Topic :: Scientific/Engineering",
     ],
     keywords="qiskit sdk quantum eda",