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Improved performance and dtype bug fixes for FermionOperator2nd.

Vicentini Filippo requested to merge github/fork/jwnys/faster_fermions into master

Created by: jwnys

Improved performance:

  • max_conn_size is typically lower now, since we count only one connected element per hermitian conjugate pair

Bug fixes:

  • Copy did not have the correct dtype due to inplace changes
  • Double terms did not cancel

Added a few extra tests.

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