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Replaced tqdm progressbar with fastprogress #3667

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Replaced tqdm progressbar with fastprogress #3667

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fonnesbeck
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I've had a good experience with fastprogress with other ML packages. It may be less fussy than tqdm, particularly in notebooks. Give it a try.

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This seems to have removed the init output, which I did not intend. Will fix.

self.previous_x = None
self.progress = tqdm(total=maxeval, disable=not progressbar)
self.progress.n = 0
self.progress = progress_bar(total=maxeval, display=progressbar)
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This need an iterator as first argument, maybe range(maxeval) will do the trick

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