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fix docs again
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@ -1175,7 +1175,7 @@ Additional information and recommendations:
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the descent engine to do this averaging on its own.
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Stochastic Reconfiguration with Conjugate Gradient
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^^^^^^^^^^^^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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We have implemented a preliminary version of stochastic reconfiguration (:cite:`Sorella2001` and :cite:`Casula2004`),
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currently only available in the batched drivers. The SR optimization reduces the
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computational cost over the linear method by avoiding the need to build the
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