d5e81f0c6d
allow for kwargs in token find_label_issues ( #686 )
2023-04-28 10:28:39 -07:00
aa2423ba81
Add docs link to description of issue types in tutorial ( #684 )
2023-04-28 01:35:23 +00:00
1883cd60ec
Add descriptions of issues that Datalab can detect to docs ( #682 )
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* docs(datalab): 📝 add a page that describes the issues that Datalab can detect
* docs(datalab): 📝 rewrite sections on datalab docs page
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
2023-04-28 00:01:59 +00:00
5650a87d85
Remove the "health_summary_kwargs" dictionary argument from LabelIssueManager ( #683 )
2023-04-28 00:01:05 +00:00
ff3bdd1e48
Add a less restrictive Reporter.report() method for Datalab ( #680 )
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Add a new method `Reporter.report()` with fewer restrictions. The existing `get_report()` method is a pure function that returns a string as output. The new `report()` method can have side-effects, such as printing the report.
2023-04-27 18:23:01 +00:00
9c32337840
Update text and tabular tutorial ( #673 )
2023-04-27 13:58:56 -04:00
6353e5473d
Improve Datalab docstrings and fix "See also" block ( #678 )
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docs(datalab): 🎨 fix indentation in docstring
docs(datalab): 📝 fix see-also block
docs(datalab): 📝 Set path of info return variable to DataIssues.get_info
Autodoc automatically links "info" to "`info <Datalab.info>`, which is not the expected output.
2023-04-25 22:31:41 +00:00
64edc95630
Introduce Datalab ( #614 )
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Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com >
Co-authored-by: Jesse Cummings <jecummin@mit.edu >
Co-authored-by: Jesse Cummings <jecummin@users.noreply.github.com >
Co-authored-by: Hui Wen <45724323+huiwengoh@users.noreply.github.com >
2023-04-25 09:26:43 -07:00
b22b17914c
add dcai course to resources
2023-04-18 15:01:53 -07:00
fd5fd2cd40
update fasttext installation requirement ( #671 )
2023-04-17 21:38:49 -07:00
ee5ed9bdf0
Ensure multilabel docs appear in the documentation ( #669 )
2023-04-17 15:38:37 -07:00
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
Jonas Mueller