Symbolical differentiation using TensorFlow

[MatteoRobbiati]

Add symbolical differentiation to operations.differentiation collection.

[codecov[bot]]

Codecov Report

Attention: Patch coverage is 0% with 31 lines in your changes missing coverage. Please review.

Project coverage is 15.66%. Comparing base (a9e7f9e) to head (7f243c3).

Additional details and impacted files

[](https://app.codecov.io/gh/qiboteam/qiboml/pull/19?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam) ```diff @@ Coverage Diff @@ ## main #19 +/- ## ========================================== - Coverage 16.62% 15.66% -0.97% ========================================== Files 8 8 Lines 439 466 +27 ========================================== Hits 73 73 - Misses 366 393 +27 ``` | [Flag](https://app.codecov.io/gh/qiboteam/qiboml/pull/19/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam) | Coverage Δ | | |---|---|---| | [unittests](https://app.codecov.io/gh/qiboteam/qiboml/pull/19/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam) | `15.66% <0.00%> (-0.97%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam#carryforward-flags-in-the-pull-request-comment) to find out more. | [Files](https://app.codecov.io/gh/qiboteam/qiboml/pull/19?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam) | Coverage Δ | | |---|---|---| | [src/qiboml/backends/tensorflow.py](https://app.codecov.io/gh/qiboteam/qiboml/pull/19?src=pr&el=tree&filepath=src%2Fqiboml%2Fbackends%2Ftensorflow.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam#diff-c3JjL3FpYm9tbC9iYWNrZW5kcy90ZW5zb3JmbG93LnB5) | `0.00% <0.00%> (ø)` | | | [src/qiboml/backends/\_\_init\_\_.py](https://app.codecov.io/gh/qiboteam/qiboml/pull/19?src=pr&el=tree&filepath=src%2Fqiboml%2Fbackends%2F__init__.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam#diff-c3JjL3FpYm9tbC9iYWNrZW5kcy9fX2luaXRfXy5weQ==) | `0.00% <0.00%> (ø)` | | | [src/qiboml/backends/jax.py](https://app.codecov.io/gh/qiboteam/qiboml/pull/19?src=pr&el=tree&filepath=src%2Fqiboml%2Fbackends%2Fjax.py&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=qiboteam#diff-c3JjL3FpYm9tbC9iYWNrZW5kcy9qYXgucHk=) | `0.00% <0.00%> (ø)` | |