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feat(datasets) Semantic partitioner #3640

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feat(datasets) Semantic partitioner #3640

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68732b0
Initial completion
KarhouTam Jun 18, 2024
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Add item in `partitioner/__init__.py`
KarhouTam Jun 18, 2024
cd7bcbc
Optimize test cases
KarhouTam Jun 18, 2024
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Add comments, examples, more functions
KarhouTam Jun 18, 2024
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Add item on README
KarhouTam Jun 18, 2024
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Add paper title comment
KarhouTam Jun 18, 2024
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Correct import of example in class docs
KarhouTam Jun 18, 2024
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Merge branch 'main' into semantic-partitioner
KarhouTam Jun 20, 2024
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KarhouTam Jun 20, 2024
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KarhouTam Jun 20, 2024
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1 change: 1 addition & 0 deletions datasets/README.md
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Expand Up @@ -29,6 +29,7 @@ Create **custom partitioning schemes** or choose from the **implemented partitio
* Linear partitioner `LinearPartitioner`
* Square partitioner `SquarePartitioner`
* Exponential partitioner `ExponentialPartitioner`
* Semantic partitioner `SemanticPartitioner` (only for image datasets)
* more to come in future releases.

# Installation
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2 changes: 2 additions & 0 deletions datasets/flwr_datasets/partitioner/__init__.py
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Expand Up @@ -22,6 +22,7 @@
from .linear_partitioner import LinearPartitioner
from .natural_id_partitioner import NaturalIdPartitioner
from .partitioner import Partitioner
from .semantic_partitioner import SemanticPartitioner
from .shard_partitioner import ShardPartitioner
from .size_partitioner import SizePartitioner
from .square_partitioner import SquarePartitioner
Expand All @@ -34,6 +35,7 @@
"LinearPartitioner",
"NaturalIdPartitioner",
"Partitioner",
"SemanticPartitioner",
"ShardPartitioner",
"SizePartitioner",
"SquarePartitioner",
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