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1818 次代码提交

作者 SHA1 备注 提交日期
Ulyana 2906bf6292 Update # issues returned by num_label_issues (#485)
* Added code and test for returning correct num label issues

* Fixed docstring

* Addressed mypy uncertain typing issue

* Added typing and typing checks

* Addressed PR comments
2022-10-05 20:55:49 -07:00
Jonas Mueller 3690d5eed4 fix remaining docs/source links 2022-10-05 17:59:56 -07:00
Jonas Mueller 1f72fd0bc3 fix links that dont work from some branches 2022-10-05 17:52:52 -07:00
Jonas Mueller 42a2f6851f increment version beyond latest release (#476) 2022-10-05 17:43:00 -07:00
Anish Athalye 7bfdd9169d Make type checking pass with mypy 0.981 (#488) 2022-10-05 17:42:11 -07:00
Ulyana 72c4297c16 Update __init__.py to include major files (#490)
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-10-05 17:41:13 -07:00
Jonas Mueller 2c6caaf6d6 More instructions on rebuilding stable/older docs from master versions (#498) 2022-10-03 23:51:29 -07:00
Ulyana d27478853f Asthetic fixes for OOD tutorial (#493) 2022-10-03 10:26:14 -07:00
Ulyana 8a567176ad Update DEVELOPMENT.md with howto add new modules (#494)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-10-03 10:24:07 -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
Ulyana a6d71bf2a0 CI: check cleanlab imports without optional dependencies installed (#470)
Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2022-09-29 13:06:43 -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
Mohit Saxena 57adf33369 Adding pylint CI checks (#465)
* Update ci.yml

* remove unused import

* 💚 merge pylint jobs

* 🔧 add .pylintrc

* 🚨 handle pylint errors

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2022-09-23 16:10:03 +00:00
Jonas Mueller 32f7319da9 fix return type of token classification get_label_quality_scores [include in 2.1 docs] 2022-09-22 14:40:18 -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 dccdb06d5e Fix broken link in packaging.python [include in 2.1 docs] (#469) 2022-09-22 14:36:22 -07:00
Hui Wen 6b3cf77242 workflow for skipping notebooks during docs-build [include in 2.1 docs] (#472) 2022-09-22 14:35:31 -07:00
ethanotran 1d33ea8b3c let label_quality_utils docstrings type be autogenerated [include in 2.1 docs] (#475) 2022-09-22 14:34:27 -07:00
Jonas Mueller 5a833dede8 fix 2.1 news language [include in 2.1 docs] (#479) 2022-09-22 14:33:15 -07:00
Elías Snorrason 28446e949e Pass docs versions as context variables to jinja (#482)
This replaces the fix in #480.
2022-09-22 21:05:12 +00:00
Elías Snorrason f9039e63e3 Add docs version links on page load. (#480)
Fixes #467, fixes #468
2022-09-22 18:43:46 +00:00
Jonas Mueller fff06759b7 skip big dataset coverage
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v2.1.0
2022-09-16 22:42:27 -07:00
Curtis G. Northcutt ac59f4f486 Clearer code examples on docs main page (#430)
* Prepare for v2.1.0 release

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
2022-09-16 21:52:23 -07:00
Hui Wen dd95a1c2bb Add helper function to reduce code duplication (#463) 2022-09-16 20:38:25 -07:00
Jonas Mueller 460e1fa0c9 update readme +version for v2.1 (#457)
Co-authored-by: Curtis G. Northcutt <curtis.northcutt@gmail.com>
2022-09-16 20:21:36 -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 f7e01ed382 Fix docs build in CI (#462)
This patch pins the Pandoc version to a more recent release (2.19.2).

As explained in d8cc2e5056, nbconvert
translates Markdown -> reST -> HTML, and it uses Pandoc for this
Markdown -> reST conversion. Older versions of Pandoc don't do a
high-fidelity conversion; in particular, they don't have great support
for mixed Markdown/HTML content.

Consider the following Markdown, the core of how we use the details
disclosure element in several tutorial notebooks:

    <details><summary>Summary</summary>

    Body.

    </details>

Using Pandoc 2.19.2, this converts to the following reST:

    .. raw:: html

       <details>

    .. raw:: html

       <summary>

    Summary

    .. raw:: html

       </summary>

    Body.

    .. raw:: html

       </details>

This is a correct conversion. However, using Pandoc 2.5, which is the version
of Pandoc that was being used by CI prior to this patch (the version of Pandoc
available in the package repository for Ubuntu 20.04), it converts as follows:

    .. raw:: html

       <details>

    Summary

    Body.

    .. raw:: html

       </details>

The <summary> tag is lost in this conversion.

This patch switches to a more recent version of Pandoc to fix this issue.
2022-09-16 19:29:48 -07:00
Hui Wen 06ed233a25 Error handling for rare classes (#455)
* error handling for rare classes

* change subtract to symmetric difference

* remove extra np.unique

* add warning for all instances of getting consensus labels

* error checking edits

* Add typing

Co-authored-by: Elías Snorrason <eliassno@gmail.com>

* black formatting

* update typing - labels_multiannotator will always already be converted to pd.dataframe

* make pred_probs options in typing

* add =None

* docstring edits

Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>

* add basic docstring

* Changed to verbose

* Removed unessesary calculation out of get_labels_quality_m

* Update cleanlab/multiannotator.py

* comment for lost classes check so it can be grepped

* caution about setting verbose to false

* advise against verbose=false in docstring

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
Co-authored-by: Jonas Mueller <1390638+jwmueller@users.noreply.github.com>
Co-authored-by: Ulyana <ulyana@cleanlab.ai>
2022-09-16 19:26:29 -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
Jonas Mueller 22facba6cc note that you can delete tutorials to build docs 2022-09-16 14:14:36 -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
Jonas Mueller 2959210c95 more links in keras wrapper docstrings 2022-09-15 20:20:31 -07:00
Jonas Mueller 0657b14792 add links in keras wrapper docs 2022-09-15 19:20:37 -07:00
Elías Snorrason bc2dabb764 Change output of display_issues (#450) 2022-09-15 18:05:46 -07:00
Elías Snorrason 95b0742342 Make softmin_sentence_score a private function (#449)
This scoring function is only used internally. Might as well be private.
2022-09-15 23:19:15 +00:00
Elías Snorrason cdf6a147af ignore links to pradyunsg when validating HTML (#446) 2022-09-15 15:21:12 -07:00
Curtis G. Northcutt 1b813d9666 fix bug in hard-coded test. generalize the test (#448)
* fix bug in hard-coded test. generalize the test

* 🐛 cast rounded num_issues to int

np.rint outputs an array of the same shape and type as its input. num_label_issues is expected to return an integer.

Co-authored-by: Elías Snorrason <eliassno@gmail.com>
2022-09-15 18:16:56 -04:00
Jonas Mueller 1b76f4ff1b Improve docstrings for keras wrapper (#447)
* improved docstrings for keras wrapper

* hide inheritance from keras wrapper docstrings

* black formatting
2022-09-15 15:36:35 -04:00
Curtis G. Northcutt 3ff8fab2d9 make num_label_issues = cj calibrated offdiag sum (#445)
The discrepancy occurs because cj calibrated maintains a guarantee that it will perfectly count every example in the dataset (assumes no out of distribution examples).

You can see this when by following this change of methods:

* see `calibrate_confident_joint`, specifically this line here: https://github.com/cleanlab/cleanlab/blob/master/cleanlab/count.py#L172
* round here https://github.com/cleanlab/cleanlab/blob/9240a8c56d020abec8566a0a56d22dcb99d32528/cleanlab/internal/util.py#L209
* the actual rounding occurs here https://github.com/cleanlab/cleanlab/blob/9240a8c56d020abec8566a0a56d22dcb99d32528/cleanlab/internal/util.py#L174

the fix to make `num_label_issues` the same is just to round instead of flooring.

see the two GREEN columns in the attached image

> [nit] consider `np.rint()` instead of `np.round()` for clarity

good call. updated
2022-09-15 11:44:27 -07:00
Jonas Mueller 9240a8c56d rst file for keras wrapper 2022-09-15 10:08:12 -07:00
Elías Snorrason 5167d23b71 Update links to example notebooks (#444)
Related to cleanlab/examples#21
2022-09-15 11:10:33 -04:00
Jonas Mueller a4ad6460a2 Format return docstrings and add typing (#437)
* typing and return docstrings

* address typing complaints

* allow redefinition

* typing complains for pandas

* .values -> to_numpy()
2022-09-15 11:46:14 +00:00
Jonas Mueller 7ccdb5491f Add keras wrapper to docs (#443)
* Delete huggingface_keras_classifier.py

* Update keras.py

* readme language, remove huggingfacekerasclassifier

* language improvements

* reorder modules

* make keras.py appear in docs
2022-09-15 00:47:31 -07:00
Ulyana 61f650e357 Merge pull request #426 from ulya-tkch/ulya-outlier-array-like
Updated labels to allow array_like
2022-09-14 21:21:33 -07:00