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State sample improvement #5

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State sample improvement #5

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alonkukl
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Adding Qfactor-Sample that reduces the computational complexity from O(4^n) to O(M2^n), where M is the number of states needed for the training.

@alonkukl
Adding a white space
af09251
@alonkukl
Adding the single edge tensor - find better name..
f4c3fe2
@alonkukl
also in the init file
b90baf4
@alonkukl
fixning a typo bug
34b0c7e
@alonkukl
Declearing the correct reqired type
c2be18e
@alonkukl
initial implementation of the QFactorQG
d62a78a
@alonkukl
Adding more assertions
167d8cd
@alonkukl
implemented the use of validations states
88d25be
@alonkukl
Adding a stoping critiria using the val cost
458fcd3
@alonkukl
Refactoring the generation of random states
c4bdf8a
@alonkukl
Adding a seperate file for the state sampling
93a4ce7
@alonkukl
Removing from the main file
c1b9873
@alonkukl
Before pre-commits fixs
9f413c9
@alonkukl
restoring qfactor_jax
52afa01
@alonkukl
Merge branch 'main' into state-sample-improvment
efcef6f
@alonkukl
Fixing all pre-commit issues
9307ffa
@alonkukl
Fixing pre-commit issues
232c139
@alonkukl
Adding the example for the sampling case
3c44d6f
@alonkukl
Fixing some typos, and adding missing methods
c97e967
@alonkukl
pre=commit fixes
c62c979
@alonkukl
Toffoli example now working
0af6e81
@alonkukl
Fixing pre-commit
9a3fc46
@alonkukl
Now also testing the toffoli with sampling
1f8f274
@alonkukl
Updating the copyrights
3da5fe0
@alonkukl
Updating the package name
758fb93
@alonkukl
Fix a bug with type casting
87a3b1e
@alonkukl
Adding example that demonstrates the speed boost
bd6eb06
@alonkukl
Fixing the wrong convertion
a6e6fef
@alonkukl
Renaming the Class
855d8d6
@alonkukl
some typos fix
688af23 
Changing the type of the counter to be int
@alonkukl
Adding plateau detection
a9cd7b3 
Adding overtraning detection
Adding a hueristic to double the training set until no over training
some name changes
@alonkukl
pre-commit fixes
c1e73e7
@alonkukl
Adding params to the file
5a10d00
@alonkukl
Merge branch 'main' of https://github.com/BQSKit/bqskit-gpu into stat…
681a188 
…e-sample-improvment
@alonkukl
Fixing the name of the pakcage
2ea0756
@alonkukl
fixing the exported name
14f798a
@alonkukl
Using dims
32227eb
@alonkukl
Update default params
2ddef1a
@alonkukl
Saving thr amount the training states needed for instantiation
3ce906d
@alonkukl
Changing the name of the logger, so the runtime will FWD it
16e4ea5
@alonkukl
Stopping the instantiation if trying to use more 2^num_qudits states
e908891
@alonkukl
Pre-commit fixes
770a2ea
@alonkukl
Change print to log debug
d455977
@alonkukl
1. Recursively split by 2 the num_starts when OMM
260a8ba 
2. Cache the number of training states needed according to a hash of the target unitary
@alonkukl
pre-commit fixes
c3b224c
@alonkukl
Adding some doc
256f863
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@alonkukl