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Adjustment to tutorial wording to clarify ESS resampler
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spike-dstl committed Jan 30, 2023
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2 changes: 1 addition & 1 deletion docs/tutorials/04_ParticleFilter.py
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# %%
# Use of Effective Sample Size resampler (ESS)
# ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
# Resampling removes particles with a low weight and multiplies particles with a high weight.
# Resampling removes particles with a low weight and duplicates particles with a high weight.
# A side-effect of this is that additional variance is added. Use of `~.SystematicResampler`
# at each time-step means that additional variance is being introduced when it may not necessarily
# be required. To reduce the additional variance, it may be optimal to resample less frequently.
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