Implement new sparsity

[MaxBlesch]

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Codecov Report

Attention: Patch coverage is 81.56146% with 111 lines in your changes missing coverage. Please review.

Project coverage is 91.13%. Comparing base (34941e2) to head (6b97b74).

Files with missing lines	Patch %	Lines
...cegm/pre_processing/model_structure/state_space.py	54.54%	50 Missing ⚠️
...e_processing/model_structure/state_choice_space.py	81.05%	18 Missing ⚠️
src/dcegm/pre_processing/model_functions.py	75.40%	15 Missing ⚠️
src/dcegm/pre_processing/check_options.py	76.00%	12 Missing ⚠️
src/dcegm/egm/aggregate_marginal_utility.py	50.00%	3 Missing ⚠️
src/dcegm/pre_processing/batches/single_segment.py	95.23%	3 Missing ⚠️
src/dcegm/pre_processing/shared.py	81.25%	3 Missing ⚠️
src/dcegm/pre_processing/batches/batch_creation.py	94.11%	2 Missing ⚠️
src/dcegm/final_periods.py	66.66%	1 Missing ⚠️
src/dcegm/pre_processing/setup_model.py	95.00%	1 Missing ⚠️
... and 3 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #145      +/-   ##
==========================================
- Coverage   97.59%   91.13%   -6.47%     
==========================================
  Files          32       39       +7     
  Lines        1124     1342     +218     
==========================================
+ Hits         1097     1223     +126     
- Misses         27      119      +92     

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