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update simulated pipeline noise var after whitening change merged in
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gallery/experiments/simulated_abinitio_pipeline.py

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num_imgs = 10000 # How many images in our source.
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n_classes = 1000 # How many class averages to compute.
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n_nbor = 10 # How many neighbors to stack
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noise_variance = 1e-4 # Set a target noise variance
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noise_variance = 5e-7 # Set a target noise variance
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# %%

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