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lines changed Original file line number Diff line number Diff line change @@ -173,7 +173,7 @@ respectively.
173173.. literalinclude:: ../code/hmc/hmc.py
174174 :pyobject: simulate_dynamics.leapfrog
175175
176- The `simulate_dynamics ` function performs the full algorithm of Eqs.
176+ The `simulate\_dynamics ` function performs the full algorithm of Eqs.
177177:eq:`leap-frog2`. We start with the initial half-step update of :math:`\phi`
178178and full-step of :math:`s`, and then scan over the `leapfrog` method
179179`n\_steps-1` times.
@@ -232,7 +232,7 @@ defined as follows.
232232 :pyobject: kinetic_energy
233233
234234`hmc\_move` finally returns the tuple `(accept, final\_pos)`. `accept` is a
235- symbolic boolean variable indicating whether or not the new state `final_pos `
235+ symbolic boolean variable indicating whether or not the new state `final\_pos `
236236should be used or not.
237237
238238
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