Qxmt

ADD
- Feature Map of YZCZ, available via config
- Feature Map of NPQC, available via config
- Sampling mode for Projected Kernel
- Document for some tools
- Test code for feature map class

FIX
- Corrected display of percentages on the progress bar
- Correct error messages during parallel processing and terminate processing

CHANGE
- Allows user-defined suffix for progress bar title
- Rename `output_circuit` method to `draw` method. And, `draw` method must receive "x" or "x_dim".

ADD
- Progress bar for kernel computation
- Line plot for visualize experiment result

FIX
- Re-production method return all artifact

CHANGE

ADD

FIX
- Process parallelization process. Mainly, when a file is changed, the latest code is used in the child process.

CHANGE

Add
- record the runtime of fit and predict in each RunRecord (`"runtime": {"fit": 3.2, "predict": 1.2}`).

Fix
- Kernel build method from feature map function.
- Disable cache when reloading custom modules.
- Temporarily changed to single-threaded due to a bug found in the process parallelization process. Will be supported in the future.

Change
- remove input dim check when construct feature map. Implement user's own necessary checking mechanisms to improve operability.
- split default feature map module (`defaults.py`) in to each objective and method.

ADD
- check git availability (106 )
- add file loader (108)
- generated data loader (109)
- Infer dataset type (111 )
- support for sequential processing of multi logic (112)
- sampling mode for fidelity kernel (114)
- save result summary of shots (115)

FIX
- unify graph color (113)

Change
- rename dummy module to generate module (109)
- remove params from dataset config (110)

Add
- hyperparamter search by optuna (95)
- support multi class (96)
- quantum rigge regressor class (97)
- split evaluation class into clf or reg (99)
- visualization method for regression model (100)
- generate method for dummy regression data (101)
- cross_val and hyperparams-search for QRigge
- implement QSVR model (103)
- support py310 environment (104)

Fix
- changed user environment path when executing custom modules (93)
- rename QSVM to QSVC (102)