文件历史

326 次代码提交

作者 SHA1 备注 提交日期
Jonas Mueller 229718da36 formatting+typos 2023-03-24 10:25:06 -07:00
Jonas Mueller a5f35f3b7b additional faq question on handling train vs test data (#655) 2023-03-24 01:15:39 -07:00
Jonas Mueller 44081c6538 add activelab name to docs (#648)
Co-authored-by: huiwengoh <45724323+huiwengoh@users.noreply.github.com>
2023-03-12 20:26:04 -07:00
Jonas Mueller 6eb60198e6 update tests to be more stringent (#635) 2023-02-15 17:34:11 -08:00
clu0 3757637d8c Fix batched multiprocessing being slower on tall matrices (#634)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2023-02-15 13:14:39 -08:00
Jonas Mueller 731dd419a1 Support Zarr files in find_label_issues_batched (#632) 2023-02-12 23:59:26 -08:00
Jonas Mueller 686cbf63f1 Method to estimate label issues with limited memory via mini-batches (#615)
Co-authored-by: clu0 <33559427+clu0@users.noreply.github.com>
2023-02-10 16:59:16 -08:00
Hui Wen 6aaee8332b Create new cleanlab.models module (#601)
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
Jonas Mueller 266d9479db shorten notebook name in link (#617) 2023-02-01 22:53:02 -08:00
Jonas Mueller 5f9fd95c45 update crowdlab paper name 2023-01-29 23:48:49 -08:00
Chris Mauck f9d32b1352 Update tabular tutorial with better language (#609)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2023-01-24 21:12:34 -05:00
Chris Mauck a31b3cac78 tags in links (#604) 2023-01-19 16:34:36 -05:00
Ikko Eltociear Ashimine 1cf563c2a1 fix typo in outliers.ipynb (#603)
occuring -> occurring
2023-01-19 14:55:31 -05:00
Jonas Mueller fdfb029001 clarify thresholding in issues_from_scores (#582) 2023-01-06 08:55:42 -08:00
Hui Wen 248bb91378 Revamp text tutorial to use cleanlab Keras wrapper (#584)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2023-01-06 08:53:02 -08:00
Anish Athalye 9bca415130 Fix broken link 2022-12-31 10:36:32 -05:00
Jonas Mueller c0b4e58471 multiannotator explanation improvements (#570)
more clarification when to use active learning vs fixed dataset analysis functions
2022-12-22 00:35:18 -08:00
Hui Wen d62fad78a6 Fix text tutorial, use GBM model in tabular tutorial (#565)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-12-13 13:11:11 -08:00
Jonas Mueller 3a6f33c1ff typo: probabilites -> probabilities (#557) 2022-12-05 21:36:56 -08:00
Jonas Mueller 7dd06d14a0 remove unnecessary TF warning suppression statements in tutorials (#544) 2022-11-26 11:25:58 -08:00
Jonas Mueller 17a82c32fc Public multilabel quality scores method + softmin aggregation + more tests (#542)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2022-11-23 18:34:43 -08:00
Jonas Mueller d2d481be46 dependencies between classes: multilabel tutorial 2022-11-17 19:14:55 -08:00
Jonas Mueller c86c51dd23 multilabel tutorial fixes: install colab, set seed, text improvements (#537)
Co-authored-by: Aditya Thyagarajan <aditya1593@icloud.com>
2022-11-17 07:09:25 -08:00
Aditya Thyagarajan ab2679724e Add multilabel tutorial to index.rst (#533) 2022-11-14 13:33:12 +00:00
Elías Snorrason 871f08693c Fix outdates links to example notebook for multilabel classification (#534) 2022-11-14 13:28:00 +00:00
Aditya Thyagarajan c32335c789 Tutorial for multi-label classification (#517)
clarification re empty list label, thanks to @elisno


Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-11-11 17:13:56 -08:00
Jonas Mueller aceaa4f25e Improve tutorials intro language/formatting (#526) 2022-11-06 00:34:54 -07:00
Jonas Mueller 00d7c2157c studio pointers (#510) 2022-10-25 17:51:00 -07:00
Hui Wen 738acae810 Point to format label function for multiannotator (#506) 2022-10-25 10:52:21 -07:00
Jonas Mueller 00781ce984 update paper links (#503)
Co-authored-by: huiwengoh <45724323+huiwengoh@users.noreply.github.com>
2022-10-18 00:01:00 -07:00
Ulyana d27478853f Asthetic fixes for OOD tutorial (#493) 2022-10-03 10:26:14 -07:00
Jonas Mueller 6b8cb91908 Outlier tutorial: move uninteresting code to hidden cell (#492) 2022-09-30 00:17:48 -07:00
Jonas Mueller aedd0da886 mention crowdlab in multiannotator tutorial (#491) 2022-09-30 00:05:49 -07:00
Hui Wen bee40afd38 Doc edits: change header size in tutorials and better supress tf errors (#484) 2022-09-28 21:27:53 -07:00
Jonas Mueller 34acd0f19f tf-io tutorial version pinned, docstring improvements [include in 2.1 docs] (#466) 2022-09-22 14:37:44 -07:00
Ulyana 5da046da9e Added support for returning ranked issue idxs (#459)
* Added support for returning ranked issue idxs
- code
- tests
- docstring

Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Curtis G. Northcutt <curtis.northcutt@gmail.com>
2022-09-16 20:20:52 -07:00
Anish Athalye 02ab55dff0 Add missing backticks and language annotation (#461) 2022-09-16 18:52:36 -07:00
Jonas Mueller 2eec20ea44 remove moderate dimension comment 2022-09-16 15:14:00 -07:00
Anish Athalye d8cc2e5056 Fix details disclosure elements in docs (#456)
This patch makes the following fixes:

- Make summary text appear on the same line as the ">" arrow marker;
  prior to this patch, it was being pushed down to the next line because
  there were nested block elements inside the <summary> element
- Style details element to visually delineate collapsible content with
  dashed lines above and below the content
- Add syntax highlighting for code blocks in details disclosure elements
  (some were missing syntax highlighting)
- Hide a cell that was meant to be hidden in the audio tutorial

The summary element looked ugly due to a block element being present
inside the <summary>. This was present in the rendered docs even though
it was not explicitly in the source. Even though our source (in a
Markdown cell in a Jupyter notebook) looked like:

    <summary>Example text</summary>

The rendered docs had:

    <summary><p>Example text</p></summary>

The easy fix was to leave this as-is and fix the styling with CSS,
making all elements inside the summary to be displayed as inline
elements.

Where was the extra <p> tag coming from? Different Markdown parsers
handle mixed Markdown/HTML differently. We are using nbsphinx, which
does something especially weird [1]: converting from Markdown ->
reStructuredText -> HTML.

For example, consider the following Markdown:

    <details><summary>Summary</summary>

    Body.

    </details>

nbsphinx was first converting it to this reST:

    .. raw:: html

       <details>

    .. raw:: html

       <summary>

    Summary

    .. raw:: html

       </summary>

    Body.

    .. raw:: html

       </details>

And then this reST was being converted to HTML. This is where the extra
<p> was coming from.

One workaround for this behavior is to switch to raw HTML cells in the
notebook, rather than Markdown cells, and write pure HTML there. This
has the disadvantage that it's inconvenient when the content inside the
<details> has extra markup: Markdown is very convenient for that (e.g.,
for styling text), and having the contents being parsed as Markdown also
allows us to easily use syntax highlighting inside the body.

Another workaround is to use raw reST cells [2] and write the proper
reST directly (avoiding the bad Markdown -> reST conversion). This
preserves the ability to use convenient formatting (though with reST
instead of Markdown) as well as syntax-highlighted code blocks. For
example:

    .. raw:: html

        <details><summary>Summary</summary>

    .. code-block:: python

        def meaning_of_life():
            return 42

    .. raw:: html

        </details>

The above snippet produces the expected HTML, with syntax-highlighted
code in the body, and without the extra <p> inside the <summary>.

Rather than either of these workarounds, the most convenient one for
developers is to fix the issue using CSS, so that the Markdown cells in
the tutorials can be left as-is and no special care is required when
writing details disclosure elements, which is what this patch does.

[1]: https://github.com/spatialaudio/nbsphinx/blob/fc79fd1ac5ab6df225b256ef4ca203c58c5ad92b/src/nbsphinx.py#L1309
[2]: https://nbsphinx.readthedocs.io/en/0.8.9/raw-cells.html#reST
2022-09-16 12:11:05 -07:00
Jonas Mueller a24dda5da8 clarify features for multiannotator tutorial 2022-09-16 11:22:02 -07:00
Jonas Mueller 7256cd3546 More improvements to token classification code and documentation (#452)
* improved token docs/code

* format paragraphs in docstrings

* fix typo

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2022-09-16 14:04:45 +00:00
Jonas Mueller 688c39c202 hide redundant display_example in audio tutorial 2022-09-16 04:09:15 -07:00
Jonas Mueller 5d900200e5 mention make_data in multiannotator tutorial 2022-09-16 03:46:03 -07:00
Elías Snorrason 5167d23b71 Update links to example notebooks (#444)
Related to cleanlab/examples#21
2022-09-15 11:10:33 -04:00
Hui Wen d74dda0ed9 fix code and md inconsistency (#442) 2022-09-14 14:45:09 -07:00
Jonas Mueller 84af558e85 hide more code in image tutorial, organize imports 2022-09-13 12:39:43 -07:00
Jonas Mueller 6a0e3bc461 Improvements to token_classification tutorial (#419)
* edits to token tutorial

* fix typos

* given_labels -> labels in quickstart block

* add IOB2-formatting clarification

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2022-09-13 09:34:33 -07:00
Jonas Mueller b9ab4ba57b suppress tensorflow warning logs in tutorials if not properly installed (#432)
* remove ineffective TF suppression lines

* suppress tensorflow logs in workflows tutorial

* formatting

* hidden cell comment

* move suppress code to hidden cell

* move suppression code to first hidden cell

* move suppression code to first cell

* supress tf logs in tabular tutorial

* optional code to hidden cells in audio tutorial

* suppress tf logs in multiannotator tutorial

* suppress tf logs in token tutorial

* move cross-val tutorial to appear last

* move cross-val tutorial to be last in main index

* move outlier before multiannotator in API list

* remove newline at end of cell
2022-09-13 00:47:21 -07:00
Jonas Mueller 15899f8f20 try to suppress tensorflow logs pt2 (#431)
* move env variable setting before tf import

* suppress tf logs in faq
2022-09-12 18:03:00 -07:00
Jonas Mueller a0276ca587 Text tutorial improvements (#429)
* more tf supression

* formatting

* move imports to top
2022-09-11 14:46:04 -07:00