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More intelligent sampling #84

Merged
merged 1 commit into from Aug 16, 2021
Merged

More intelligent sampling #84

merged 1 commit into from Aug 16, 2021

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adamjstewart
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This PR introduces more intelligent sampling techniques, including a new RandomBatchGeoSampler that randomly samples from a random tile in a 2-step fashion. See #82 for design details.

We still need to change the GeoDataset.__getitem__ before we can take advantage of this new batch sampler: #81 (comment)

Closes #82

@adamjstewart adamjstewart added the samplers Samplers for indexing datasets label Aug 11, 2021
This was referenced Aug 11, 2021
@adamjstewart adamjstewart merged commit c385433 into main Aug 16, 2021
@adamjstewart adamjstewart deleted the samplers/smart branch August 16, 2021 21:25
@adamjstewart adamjstewart added this to the 0.1.0 milestone Nov 20, 2021
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More intelligent sampling
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