d45a508ed6
Update softmax to be more numerically stable ( #667 )
2023-04-14 22:23:40 -05:00
0fdf398db2
move int2onehot, onehot2int to top of multilabel tutorial ( #666 )
2023-04-14 10:46:09 -05:00
f8c1866c58
move methods to multilabel_classification module ( #657 )
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adds new dataset summarization methods for multilabel settings
---------
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-04-13 21:50:11 -07:00
1e653def93
remove min batch size restriction in LabelInspector ( #665 )
2023-04-11 13:05:02 -07:00
2435a5a27f
Added code block examples for remaining methods in the cleanlab.dataset module ( #663 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-04-07 17:42:13 -07:00
6d67175e2a
Extract function for computating ood scores from distances ( #664 )
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* extract distance-to-score computation to separate function
* move function to a new internal.outlier module
2023-04-07 18:33:45 +00:00
352d904491
Add Example codeblock to the docstrings of important functions in the dataset module ( #662 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-04-05 21:29:22 -07:00
64c6cfcdd5
Pass confident joint computed in CleanLearning to filter.find_label_issues ( #661 )
2023-04-05 21:21:17 -07:00
c4648483ca
clarify no class is also an option
2023-04-05 00:59:33 -07:00
8cf089e152
add section on practicing data-centric ai to readme ( #660 )
2023-04-04 03:55:58 -07:00
6e247d5543
link faq again at bottom of readme
2023-04-04 02:44:49 -07:00
29a930df37
bump git version past stable version ( #659 )
2023-03-28 22:42:47 -07:00
7519e5d1f2
update version for 2.3.1 release ( #658 )
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2023-03-27 23:25:24 -07:00
229718da36
formatting+typos
2023-03-24 10:25:06 -07:00
bed94f19e1
Update readme to better reflect current package ( #656 )
2023-03-24 02:42:10 -07:00
a5f35f3b7b
additional faq question on handling train vs test data ( #655 )
2023-03-24 01:15:39 -07:00
fa1db6e1d5
Bug fixes + improvements to multiannotator module ( #654 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-03-20 23:36:41 -07:00
00776646a7
Fix bug with call to find_overlapping_issues without specifying labels ( #652 )
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* fix None labels issue
* build: ➕ add hypothesis to dev dependencies. Used for property-based testing
* test: ✅ test that find_overlapping_classes can run by only providing a confident joint
Resolves #651
---------
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-03-13 15:37:00 +00:00
70a2ed2fa2
Add clipping of small probabilities to address issue #639 ( #647 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-03-12 20:51:03 -07:00
44081c6538
add activelab name to docs ( #648 )
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Co-authored-by: huiwengoh <45724323+huiwengoh@users.noreply.github.com >
2023-03-12 20:26:04 -07:00
2a16c473fc
post v2.3.0 release version bump ( #646 )
2023-03-12 20:23:37 -07:00
b1bfdecf45
resize readme image ( #650 )
2023-03-09 23:33:10 -08:00
4606fecfd4
update readme links to point to latest docs ( #645 )
2023-03-01 15:35:53 -08:00
b8c034f34f
add 2.3.0 to release versions ( #644 )
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2023-03-01 01:02:29 -08:00
38e1dab34d
bump version number
2023-03-01 00:39:35 -08:00
dbc87116ea
Documentation improvements ( #643 )
2023-02-28 16:06:17 -08:00
497947a867
Fix tutorial hyperlinks in docs ( #642 )
2023-02-28 09:15:19 -08:00
1deb349e86
list more tasks in quickstart ( #640 )
2023-02-27 15:38:47 -08:00
570ecbdcb8
Switch to typing.Self ( #489 )
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PEP 673 [1] introduces `typing.Self` as a simple way to annotate methods
that return an instance of their class. This patch adopts `typing.Self`.
Because this is only included in Python 3.11, for backwards
compatibility, this patch adds typing-extensions [2], an
officially-supported module that is designed for enabling use of new
type system features on older Python versions.
We don't want to make typing-extensions a runtime dependency, so we add
a guard and only import it when we're `TYPE_CHECKING`.
[1]: https://peps.python.org/pep-0673/
[2]: https://pypi.org/project/typing-extensions/
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-02-19 09:55:41 -05:00
6eb60198e6
update tests to be more stringent ( #635 )
2023-02-15 17:34:11 -08:00
3757637d8c
Fix batched multiprocessing being slower on tall matrices ( #634 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-02-15 13:14:39 -08:00
c85bc7e589
default n_jobs in label issues batched to =1 ( #633 )
2023-02-13 17:04:55 -08:00
731dd419a1
Support Zarr files in find_label_issues_batched ( #632 )
2023-02-12 23:59:26 -08:00
8c424d3b0d
mypy tpye annotations
2023-02-12 22:06:40 -08:00
f4572dc543
bugfix: missing self.n_jobs
2023-02-12 21:31:59 -08:00
4850050803
label_issues_batched multiprocessing ( #630 )
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4x speedup (48 cores, 10k classes x 1M examples)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-02-12 20:25:02 -08:00
2adb8b68b0
Removed $ from shell commands to avoid it being copied ( #625 )
2023-02-12 19:46:45 -08:00
6acc7aead1
Clarify rank.py not for multi-label classification ( #626 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-02-12 19:45:20 -08:00
4d2753ae05
Fix KerasWrapper summary method ( #631 )
2023-02-12 18:40:52 -08:00
ac98282dcb
add example script for find_label_issues_batched ( #629 )
2023-02-10 18:29:00 -08:00
5319a124d4
Make label_issues_batched documentation appear ( #627 )
2023-02-10 17:30:03 -08:00
686cbf63f1
Method to estimate label issues with limited memory via mini-batches ( #615 )
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Co-authored-by: clu0 <33559427+clu0@users.noreply.github.com >
2023-02-10 16:59:16 -08:00
d99788b9de
Fixed duplicate issue removal in find_label_issues ( #624 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-02-10 08:28:29 -08:00
5f6493f509
fix bug: confidences -> confidence ( #623 )
2023-02-09 16:33:47 -08:00
e2611e76a1
upgrade torch in docs ( #607 )
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* upgrade versions of docs dependencies: torch, torchvision, speechbrain, etc
2023-02-07 13:26:35 -08:00
6aaee8332b
Create new cleanlab.models module ( #601 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Elías Snorrason <eliassno@gmail.com >
2023-02-07 10:03:32 -08:00
c191d8781d
Fix format compatibility with latest black==23. release ( #620 )
2023-02-07 10:01:45 -08:00
6ed61e0bb3
cap black version in CI ( #618 )
2023-02-02 01:13:59 -08:00
266d9479db
shorten notebook name in link ( #617 )
2023-02-01 22:53:02 -08:00
35d5323479
Fix dictionary type annotation for OutOfDistribution object ( #616 )
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* Also improve params dict default to be None
2023-02-01 20:07:31 -08:00
Ulyana