Torchquantum

- Refactor of /torchquantum directory hierarchy
- through testing with git workflow
- refactor of examples

What's Changed
* [minor] fix pre commit by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/96
* fix a minor bug in quantumnat.py by caitaozhan in https://github.com/mit-han-lab/torchquantum/pull/100
* Dev fix mnist example by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/102
* [major] add classical regs when assemble circuits by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/103
* [minor] simplified mnist example by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/105
* [minor] typo in index.rst by Hosseinberg in https://github.com/mit-han-lab/torchquantum/pull/106
* [minor] updates file address in vqe_utils.py by Hosseinberg in https://github.com/mit-han-lab/torchquantum/pull/107
* Dev add expval_joint_sampling and test by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/110
* Dev by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/112
* Dev update index by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/113
* removes debugging from vqe_utils.py by Hosseinberg in https://github.com/mit-han-lab/torchquantum/pull/114
* There might be some issues in the NoiseModelTQ class. And provided a potential fix to it. by caitaozhan in https://github.com/mit-han-lab/torchquantum/pull/108
* Updated file name of simple_mnist example by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/117
* Dev by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/119
* Dev by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/120
* [minor] tq2qiskit_op_history by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/121
* Dev fix qlstm bug by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/128
* [minor] fix qlstm encoder bug by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/129
* Added Docstrings (see issue 135) by denvitko in https://github.com/mit-han-lab/torchquantum/pull/143
* issue 135 Hanuri-Wang docstring added to the function which lack documentation by MihirsinhChauhan in https://github.com/mit-han-lab/torchquantum/pull/141
* PR for Issue 134 Unitary Hack by bopardikarsoham in https://github.com/mit-han-lab/torchquantum/pull/138
* Adding more gates, for issue 134 by pandey-tushar in https://github.com/mit-han-lab/torchquantum/pull/140
* Add QFT operation by YuNariai in https://github.com/mit-han-lab/torchquantum/pull/142
* Implementation of Grover's search algorithm by Gopal-Dahale in https://github.com/mit-han-lab/torchquantum/pull/144
* Adding Superdense Coding by bopardikarsoham in https://github.com/mit-han-lab/torchquantum/pull/146
* A minimum working version of pulse simulator by jinleic in https://github.com/mit-han-lab/torchquantum/pull/150
* Adding parameter shift gradient as a fucntion by Micheallscarn in https://github.com/mit-han-lab/torchquantum/pull/155
* Hadamard by dtlics in https://github.com/mit-han-lab/torchquantum/pull/151
* Tutorials for ISCA 2023, initial version by jinleic in https://github.com/mit-han-lab/torchquantum/pull/159
* All-in-one version of the ISCA tutorial by jinleic in https://github.com/mit-han-lab/torchquantum/pull/160
* Add Missing Dependency by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/162
* Qubit Rotation Example by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/166
* Basic usage fix by teaguetomesh in https://github.com/mit-han-lab/torchquantum/pull/179
* Unitary hack merge by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/173
* QFT Layer and Algorithm by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/176
* NLocal Circuits by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/175
* Bug Fixes and Full Standard Gates by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/181
* Dev to main by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/182
* Dev to main by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/183
* [major] fix critical bug in qiskit2tq_Operator by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/184
* [minor] update QuantumNAT code by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/185
* [minor] expand_param supports fixed gate by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/186
* Update module path to qiskit_unitary_gate by teaguetomesh in https://github.com/mit-han-lab/torchquantum/pull/188
* Minor Update to README by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/189
* [minor] remove pulse/hardware folder by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/191
* GitHub Actions running PyTest by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/190
* fix: make the parameter shift example compatible with latest tq by Zhaoyilunnn in https://github.com/mit-han-lab/torchquantum/pull/192
* Reformatting Operations by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/187
* Updating the Documentation by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/205
* Bugfix: Error when uploading some circuits to TorchQuantum by Vivekyy in https://github.com/mit-han-lab/torchquantum/pull/208
* [minor] Add Qubit Rotation Tutorial to Docs by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/209
* Update deprecated `torch.range` and `torch.outer` by kit1980 in https://github.com/mit-han-lab/torchquantum/pull/169
* Minor Documentation Updates by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/212
* Adding Entangle Layers by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/211
* GlobalR/GlobalRX/GlobalRY Gates by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/201
* Reformatting NLocal Circuit by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/202
* Minor README Update by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/215
* Reformatting Functionals by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/216
* Reformatting Layers by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/218
* Added Docstrings (see issue 135) by denvitko in https://github.com/mit-han-lab/torchquantum/pull/153
* Fixing Tests by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/224
* Update README.md by caitaozhan in https://github.com/mit-han-lab/torchquantum/pull/230
* Tq bugfix by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/239
* Same Docs Updates as 231 without DM by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/238
* Adapting TQ with New Qiskit Deprecations by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/235
* Test Updates + Bug Fixes (Updated Version of 206) by GenericP3rson in https://github.com/mit-han-lab/torchquantum/pull/236
* Dev by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/197
* main changes to dev by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/240
* Dev by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/241
* Update __init__.py by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/242
* Update requirements.txt by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/244

New Contributors
* Hosseinberg made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/106
* denvitko made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/143
* MihirsinhChauhan made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/141
* bopardikarsoham made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/138
* pandey-tushar made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/140
* YuNariai made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/142
* Gopal-Dahale made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/144
* jinleic made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/150
* Micheallscarn made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/155
* dtlics made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/151
* teaguetomesh made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/179
* Zhaoyilunnn made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/192
* Vivekyy made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/208
* kit1980 made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/169

**Full Changelog**: https://github.com/mit-han-lab/torchquantum/compare/v0.1.7...v0.1.8

- fix precommit
- fix bugs on expval
- refine examples

* support qdev.op such as qdev.h(wires=1)
* QAOA examples
* support joint measurement analytically in measurement
* bug fix

fix several bugs

1. Add support for state.gate such as state.h
2. Add more examples

What's Changed
* RZ gate by jessding in https://github.com/mit-han-lab/torchquantum/pull/1
* [major] merge pruning branch to master by Hanrui-Wang in https://github.com/mit-han-lab/torchquantum/pull/2
* Jiaqi by JeremieMelo in https://github.com/mit-han-lab/torchquantum/pull/3
* Jiaqi by JeremieMelo in https://github.com/mit-han-lab/torchquantum/pull/4
* Params shift by abclzr in https://github.com/mit-han-lab/torchquantum/pull/6
* Corrected module name to import MNIST by googlercolin in https://github.com/mit-han-lab/torchquantum/pull/23
* modify doc conf to init docstring publish task by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/24
* refine class template by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/25
* [minor] update format and theme by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/26
* [minor] adjust dark theme code block and add function template by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/27
* add customized furo doc theme by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/28
* [doc] add ipynb and md support into doc, add one example by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/29
* [major] fix bugs in torchquantum/measure.py by abclzr in https://github.com/mit-han-lab/torchquantum/pull/30
* [doc] Fix examples page in examples/index.rst by frogcjn in https://github.com/mit-han-lab/torchquantum/pull/31

New Contributors
* jessding made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/1
* Hanrui-Wang made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/2
* JeremieMelo made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/3
* abclzr made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/6
* googlercolin made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/23
* frogcjn made their first contribution in https://github.com/mit-han-lab/torchquantum/pull/24

**Full Changelog**: https://github.com/mit-han-lab/torchquantum/commits/v0.1.2