Minor cleanups and typo fixes.
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@@ -149,7 +149,8 @@ function can be used to encode new data points.
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of `data`. Each row represents the weight associated with each atom in
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the dictionary.
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After encoding, the original data can be recovered as `sc.Dictionary() * data`.
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After encoding, the original data can be recovered (approximately) as
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`sc.Dictionary() * data`.
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### Other Functionality
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