Matchcake

Optimization of the simulation pipeline.


Adds
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- Sptm operations.
- apply_generator method for the nif device.
- Sampling stretegies for the nif device.

Optimizations
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- Batch the target state in the lookup table
- Optimize memory usage of the nif device.

What's Changed
* single transition particle matrix -> single particle transition matrix by JeremieGince in https://github.com/MatchCake/MatchCake/pull/23
* Tutorials by JeremieGince in https://github.com/MatchCake/MatchCake/pull/24
* 26 gradient descent desnt work by SimonR99 in https://github.com/MatchCake/MatchCake/pull/27
* Create docs.yml by JeremieGince in https://github.com/MatchCake/MatchCake/pull/29
* Update docs.yml by JeremieGince in https://github.com/MatchCake/MatchCake/pull/30
* fix grad in nh contraction by JeremieGince in https://github.com/MatchCake/MatchCake/pull/32
* 31 gradient descent doesnt work on more than 2 qubits by JeremieGince in https://github.com/MatchCake/MatchCake/pull/33
* 34 computational graph is too big by JeremieGince in https://github.com/MatchCake/MatchCake/pull/35
* Add Qubit by Qubit sampling

New Contributors
* SimonR99 made their first contribution in https://github.com/MatchCake/MatchCake/pull/27

**Full Changelog**: https://github.com/MatchCake/MatchCake/compare/0.0.1-alpha...0.0.1-beta0