Introduce batches for faster calculation

[MaxBlesch]

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Codecov Report

Attention: Patch coverage is 90.17544% with 28 lines in your changes are missing coverage. Please review.

Project coverage is 97.19%. Comparing base (537ed34) to head (e331d03).

:exclamation: Current head e331d03 differs from pull request most recent head 91751dc

Please upload reports for the commit 91751dc to get more accurate results.

Files	Patch %	Lines
src/dcegm/pre_processing/batches.py	82.60%	20 Missing :warning:
src/dcegm/pre_processing/state_space.py	90.74%	5 Missing :warning:
src/dcegm/solve.py	86.36%	3 Missing :warning:

Additional details and impacted files

@@             Coverage Diff             @@
##              main      #97      +/-   ##
===========================================
- Coverage   100.00%   97.19%   -2.81%     
===========================================
  Files           22       25       +3     
  Lines          871      998     +127     
===========================================
+ Hits           871      970      +99     
- Misses           0       28      +28     

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