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Title: RoBERTa on SuperGLUE's 'Choice of Plausible Alternatives' task Body: COPA is one of the tasks of the [SuperGLUE](https://super.gluebenchmark.com) benchmark. The task is to re-trace the steps of Facebook's RoBERTa paper (https://arxiv.org/pdf/1907.11692.pdf) and build an AllenNLP config that reads the COPA data a...
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Title: LightgbmObjective train() got an unexpected keyword argument 'verbose_eval' Body: I'm using `automl = AutoML(mode="Optuna")` with a regression problem and get the following error: ``` ## Error for 1_Optuna_LightGBM No trials are completed yet. Traceback (most recent call last): File "C:\Users\james....
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Title: Good First Issue >> Price Relative Indicator Body: **Describe the solution you'd like** Price Relative Indicator * Takes a _base_ and _other_ Series. * kwarg: ```unit:bool = False```. When ```True```, toggles whether to have the series start from _one_. * kwarg: ```invert:bool = False```. Toggles whether to ...
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Title: Write a BlogPost featuring cleanlab Body: Blog posts are extremely helpful to helping us explore new applications of cleanlab and introduce the tool to more data scientists. You're of course free to publish your blogpost wherever you like (eg. Medium, Towards Data Science, reddit/learnmachinelearning, Kaggle fo...
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Title: Raise test coverage above 90% for giotto/mapper/cover.py Body: Current test coverage from pytest is 57%
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Title: Add ability to change front end port tcp:3000 to something else Body: I haven't customized a windows machine much but run into an error when trying to start up the assistant locally. Meaning, Open-Assistant is trying to use a port is in use by a system process. ``` OS Name Microsoft Windows 11 Pro Version 1...
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Title: Add an easy option to log to terminal and a file Body: the logging tutorial suggests using `>` for redirection but then we lose terminal logs. we should modify the CLI so users can send the logs to a file. e.g., ``` # set log level and log to the terminal ploomber build --log info --log-file my.log ``` ...
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Title: Test works locally but fails in CI when comparing a GIF image Body: **What's your question?** I've read through all the docs. When I run my test on my local machine it passes - the snapshot works. When the test are run in the CI the snapshot fails when comparing the GIF image that is a part of the object being...
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Title: Make EvaluationRunResult work without pandas Body: Refactor `EvaluationRunResult` to run without depending on pandas Dataframe. - Add an option to make the return output a `.csv` instead of dataframes - Make a LazyImport for `pandas.Dataframe`, which should be triggered if the functions are to output results i...
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Title: Relative strength Body: Hi , is it possible for you to add relative strength? The only thing i found was relative strength and not relative strength. Here is a few links about relative strength. [Relative Strength] https://www.investopedia.com/terms/r/relativestrength.asp [Relative Strength vs Relative S...
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Title: name_format如果想支持 create_timestamp需要怎么改呀 Body: 我目前在做数据集,希望文件名是 20231212_{id},如果使用 id的话显得有点长,于是我想改用 create_timestamp,请问大佬需要改哪些代码,谢谢 "name_format": "create_time create_timestamp", "date_format": "%Y%m%d", "split": "_",
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Title: Parsing model: Rename `Return` to `ReturnSetting` and `ReturnStatement` to `Return` Body: The deprecated `[Return]` setting is currently represented in the parsing model using a `Return` class and the `RETURN` statement is represented as `ReturnStatement`. For consistency with other control structures, it's bett...
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Title: Remote: Enhance `datetime`, `date` and `timedelta` conversion Body: XML-RPC used by the Remote API supports only [some data types](https://en.wikipedia.org/wiki/XML-RPC#Data_types). Currently the Remote library converts everything it doesn't recognize to strings, but there are several issues: - Some types, at...
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Title: Incorrect type hint for WebClient#files_upload file argument Body: After #771 was merged, the `files_upload` function signature still does not accept a `bytes` type object: https://github.com/slackapi/python-slack-sdk/blob/main/slack_sdk/web/client.py#L1458-L1460 ``` def files_upload( self, *, f...
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Title: [UI] Empty Accelerator should raise an issue Body: <!-- Describe the bug report / feature request here --> ``` resources: accelerators: # Fill in the accelerator type cpus: 16+ memory: 32+ ```
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Title: Rewrite Ray Tune Hyperparameter optimization to use current Tuner method Body: Ray Tune switched from ```tune.run()``` to ```tune.Tuner.fit()``` a few years ago as part of a reorganization of the library's structure, with the Tuner now being the standard across their documentation for hyperparameter optimization...
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Title: Add option to show percentage or number in Class Prediction Error Plot y-axis Body: **Class Prediction Error Plot** shows number of predicted classes on y axis, this chart will not be very useful if we have miss classification means very less number of instances for one of the classes. If y-axis shows % of pr...
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Title: Fix field test on MDV Body: Seems the unit test for testing field data was named test_elevation https://github.com/ARM-DOE/pyart/blob/master/pyart/io/tests/test_mdv_radar.py#L341 Just need a simple function name change
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Title: Create JSONField which wraps implementation of django.contrib.postgres and jsonfield Body: **djangoSHOP** currently uses the `JSONField` from https://pypi.python.org/pypi/django-jsonfield which is portable and the only available choice on Django-1.8. Now that Django ships with its own `JSONField`, we should use...
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Title: [LineZone] - allow per class counting Body: ### Description Currently, [sv.LineZone](https://github.com/roboflow/supervision/blob/3024ddca83ad837651e59d040e2a5ac5b2b4f00f/supervision/detection/line_counter.py#L11) provides only aggregated counts - all classes are thrown into one bucket. In the past, many user...
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Title: Check if return_object is working in the RareLabelEncoder Body: Add this to tests.
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Title: Filter test suite warnings output by wsgiref to non-standard HTTP methods. Body:
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Title: [Dev] Automatically source the sky environment for dev mode Body: <!-- Describe the bug report / feature request here --> It is a little bit tedious to manually `source ~/skypilot-runtime/bin/activate` for dev on sky serve/managed jobs. Can we support automatically activate it for dev mode (e.g. `SKYPILOT_DEV...
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Title: Minor fix in logger for chart Body: ### System Info version v1.5.17 ### 🐛 Describe the bug In method execute_code there is a call method add_save_chart when temporary chart is replaced by provided path. Issue that it show message in the log always, even if I have nothing about chart in my query. It's becau...
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Title: Add example of amp training & qunatization-aware training Body:
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Title: 30000 ! Body: :tada: :birthday: :tada:
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Title: AIP-38 | Add Dag Warning banner to Dag Details page Body: ### Body Use the `public/dagWarnings` API endpoint to see if there are any warnings for a dag_id and display a banner on that Dag's detail page ### Committer - [x] I acknowledge that I am a maintainer/committer of the Apache Airflow project.
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Title: Configurable Spacing After ":" in JSON via "Customize JSON Output" addon Body: ### Describe the problem My files don't have a space, but Weblate reformats the entire file by adding one. ```diff -"in_1_mile":"In einer Meile", -"in_1_5_miles":"In anderthalb Meilen", -"in_2_miles":"In zwei Meilen", -"unknown_came...
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Title: provide support for other input format Body: ### Description In the future, igel should support multiple dataset format other than csv. Maybe add support for excel, json and sql tables. It would be great if users have the flexibility of providing their datasets in other formats and not only csv. ----...
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Title: feature: default call_name for `broker.subscriber` if there no any subscriber function Body: Now **AsyncAPI** raises an error if you try to generate schema with subscriber without any handler function. We should add a default name for that case.
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Title: Refactor all tests to use in-memory notebooks instead of ipynb files Body:
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Title: written error Body: https://github.com/ARM-DOE/pyart/blob/dbe4d70eccc1b88260d44720cf133694d127df0a/pyart/graph/radarmapdisplay.py#L264 width = (x.max() - x.min()) * 1000.
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Title: [bug] Error handling on dynaconf get CLI Body: **Describe the bug** When using get to read a non existent variable it outputs the python traceback to the CLI **To Reproduce** ```console $ dynaconf get DONTEXIST Traceback (most recent call last): File "/venv/bin/dynaconf", line 8, in <module> sys....
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Title: 建议新功能:通过HTTP API提卡 Body: 个人有需求希望增加HTTP API请求提卡,类似于彩虹发卡。 建议功能可以选择GET或POST提卡,增加选项是否将返回内容作为卡密。 URL请求中带订单参数的模板,如: http://127.0.0.1:8080?orderId=${oid}&price=${price}&kind=${shopkind}
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Title: Raise test coverage above 90% for gtda/mapper/cluster.py Body: Current test coverage from pytest is 57%
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Title: Threading/Async for OpenAI requests Body: As multiple users use the bot, we need to be able to thread/make asynchronous the OpenAI API requests so that the bot's main thread doesn't get blocked every time it works on a request. Currently, the main thread gets blocked and if many people use multiple commands cons...
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Title: Provide an option to pass DB_SSLMODE for postgres Body: /kind bug **What steps did you take and what happened:** [A clear and concise description of what the bug is.] We are trying to connect Katib to Azure flexible postgres database, but the connection fails due to disabled ssl mode https://github.com/kube...
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Title: Add a way for "ploomber task" cli to print task metadata Body: Sometimes I want to take a look at the metadata stored from a given task (like the source code, params, last time it ran), but the CLI doesn't offer an easy way to do this, so I'm thinking: ```sh ploomber task {task-name} --metadata ``` Shoul...
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Title: [BUG] Index-based colormodes raise `ZeroDivisionError` for single-trace plots Body: All index-based colormodes raise a `ZeroDivisionError` when plotting a ridgeline plot with either a single trace or a single trace per row. The index-based colormodes are: ```python colormodes = [ "row-index", "t...
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Title: add action to post binder link on each PR Body: we want to create a github action that posts a link to binder whenever someone opens a PR, this will allow us to easily test things some notes: 1. since this requires a github token, I believe the trigger should be pull_request_target 2. the host should be b...
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Title: TypeError("cannot convert 'Repr' object to bytes") on failed file snapshot Body: **Describe the bug** `snapshot = <[TypeError("cannot convert 'Repr' object to bytes") raised in repr()] SnapshotAssertion object at 0x20ebc456220>` **To reproduce** ``` @pytest.fixture def snapshot(snapshot): return sn...
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Title: Update a component Body: The components part of our codebase was written sometime ago, with older sklearn versions and before python typing was production ready. In general, some of these files need to be cleaned up. Mostly typing of parameters and functions, adding documentation a bout these parameters and f...
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Title: Add $RANDOM Body: Hello! I have an idea! Under bash, zsh, and probably others, if you type "echo $RANDOM" you get a random number. It is a different random number each time it is echoed. I thought this should be a thing in Xonsh because this post from It's FOSS on Mastodon treats it as a given that "echo $...
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Title: Add support for the Parsel JMESPath feature Body: See https://github.com/scrapy/parsel/pull/181 and https://github.com/Gallaecio/scrapy/commit/d642881e25b6a7ce7d8f640b354459b9a4921790 linked there. Note that the minimum version of Parsel that Scrapy requires should stay the same, i.e. no need to update the mi...
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Title: Add anchor link for each request in the report to make it easily shareable Body: It would be nice to have [anchor links](https://visualcomposer.com/blog/what-is-anchor-link/) available at each request in the report. To share a specific request that needs review would be easier than having to scan (pun intend...
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Title: Update examples.ipynb to include new Visualizers Body: I noticed that the examples.ipynb was out-of-date. Here are the things that need to be changed/updated. - [ ] Include new visualizers - Class Prediction Error - CVScores - Manifold - Feature Importance - Recursive Feature Elimi...
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Title: Tox hangs after build error Body: ## Issue Attempting to run tests on the requests-mock project, I ran `tox`. Fairly quickly an error was emitted, but my shell prompt did not return. I waited some seconds then hit Ctrl+C to cancel whatever tox was doing. It emitted a notice about "Teardown Started" but still ...
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Title: I can't import the library into jupyter-lab Body: ![image](https://user-images.githubusercontent.com/18232600/221023686-958cd1a4-be79-4718-bf50-81b2cee4775b.png)
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Title: Docs: SerializationPluginProtocol example is cut off Body: ### Summary It seems the source has changed (https://docs.advanced-alchemy.litestar.dev/latest/reference/extensions/litestar/plugins/serialization.html#advanced_alchemy.extensions.litestar.plugins.serialization.SQLAlchemySerializationPlugin.supports_t...
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Title: Find and replace does not allow for replace with empty string Body: ### Describe the bug Find and replace - does not allow for replace with empty string ### Environment "marimo": "0.10.15", ### Code to reproduce _No response_
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Title: Ulcer Index development version vs main version Body: Ulcer Index in development version: I am ignoring everget ```python highest_close = close.rolling(length).max() downside = scalar * (close - highest_close) downside /= highest_close d2 = downside * downside _ui = d2.rolling(length).sum() ui = np.sqr...
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Title: Confidence intervals interpretation Body: ```A 95% confidence interval does not mean that for a given realized interval there is a 95% probability that the population parameter lies within the interval (i.e., a 95% probability that the interval covers the population parameter).``` - [Wiki](https://en.wikipedia....
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Title: Unsharp Mask on RGB Image Results in Black Image When channel_axis Specified Body: ### Description: When applying `skimage.filters.unsharp_mask` to an `RGB` image and specifying the `channel_axis`, the resulting image turns black. However, if `channel_axis` is not specified, the issue does not occur. This issue...
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Title: [BUG] "Scroll for ... more charts" not working Body: I'm using Jupyter Notebook 6.1.4 with Python 3.8.5 (default, Sep 3 2020, 21:29:08) [MSC v.1916 64 bit (AMD64)] and IPython 7.19.0. As soon I display my dataframe and click on "Toggle Pandas/Lux" button, I get the lux charts as expected but cannot find a w...
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Title: Remove bytes support from `robot.utils.normalize` function Body: Our `normalize` utility is used for normalizing strings, but it also supports bytes. The reason for the bytes support is that in Python 2 `str` actually was bytes and we needed to handle that in addition to `unicode`. In Python 3 strings and bytes ...
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Title: Better error message when a Dash app is not found Body: From issue #51 (and also #48 ) it looks like trying to use an unregistered `Dash` app does not give a helpful error message. Even if this is not the resolution for that specific issue, it would be good to have a more helpful explanation of the problem when ...
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Title: Eliminate red border on the screenshot using DWMWA_EXTENDED_FRAME_BOUNDS Body: Reported on StackOverflow: https://stackoverflow.com/questions/54767813/pywinauto-capture-as-image-adds-unwanted-borders Solution is also suggested there.
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Title: If test is skipped using `--skip` or `--skip-on-failure`, show used tags in test's message Body: Using the command line option `--skip` <tag> prints `Test skipped using '--skip' command line option.` It would be nice to get not just that information but instead it will be shown due to which tag the test case has...
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Title: 'TfidfVectorizer' object has no attribute 'get_feature_names_out' error Body: Hello, I just started using mljar. I am trying to build a model but it is giving me the 'TfidfVectorizer' object has no attribute 'get_feature_names_out' on error.md. I am using scikit-learn 1.0.0 version. How can I fix this?
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Title: "Minor" longitude and latitude gridlines Body: Is there any straight forward way to stride through what tick labels are shown in cartopy? Or could this be added as a feature? This would be the equivalent of having `xticks=[0,5,10,15,20]` + `xticklabels=['0', '', '10', '', '20']` for instance. The idea here is...
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Title: atr sometimes wrong Body: Version: 0.3.02b **Describe the bug** Sometimes I get atr(14) even if I call atr(3) <img width="507" alt="Screenshot_5" src="https://user-images.githubusercontent.com/22365509/124748196-1854eb80-df23-11eb-9d69-069009ac33df.png"> I guess the error is here in atr.py: <img wid...
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Title: Improving out of generate_dataset_by_class function to include naming convention Body: **Is your feature request related to a problem? Please describe.** Path is not changed based on the type of dataset presented Improvement on the generation of the dataset in the space time analysis script. Comment on PR: ...
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Title: (🐞) `RecursionError` in `==` when object has a reference to itself Body: ### Initial Checks - [X] I confirm that I'm using Pydantic V2 ### Description ``` [Previous line repeated 370 more times] File "C:\Users\AMONGUS\projects\test\.venv\Lib\site-packages\pydantic\main.py", line 961, in __eq__ if ...
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Title: CI: more extensive tests that optional dependencies are optional Body: Currently we only test optional packages are not needed to `import cleanlab` on CI server before it has installed requirements-dev.txt: https://github.com/cleanlab/cleanlab/blob/10abd7d1910b7db237203b0533e07d9f8dd91fe0/.github/workflows/ci.y...
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Title: 🚸Actions button with keyboards Body: ## Feature Request Refacto to be able to reach actions elements from the keyboard. ## See This PR in People works on this problem as well. https://github.com/numerique-gouv/people/pull/298
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Title: [Feature] use pytest for sgl-kernel Body: ### Checklist - [ ] 1. If the issue you raised is not a feature but a question, please raise a discussion at https://github.com/sgl-project/sglang/discussions/new/choose Otherwise, it will be closed. - [ ] 2. Please use English, otherwise it will be closed. ### Motivat...
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Title: add feature importance heatmap for all models Body:
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Title: SyntaxError in examples Body: ### Specifications * Client Version: 1.35 * python version 3.10.8 * mypy version 0.991 ### Code sample to reproduce problem Code example from **README.rst** ```py class BatchingCallback(object): def success(self, conf: (str, str, str), data: str): print(f"Wr...
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Title: [Performance, tech debt] Merge add_weighted Body: We have ```python @clipped def add_weighted(img1: np.ndarray, alpha: float, img2: np.ndarray, beta: float) -> np.ndarray: return img1.astype(float) * alpha + img2.astype(float) * beta ``` and ```python @clipped @preserve_shape def mix_arrays(ar...
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Title: [Tensorflow] Plots appear smoother inconsistent with MXNet/PyTorch Body: Although the results look nice and ideal in all TensorFlow plots and are consistent across all frameworks, there is a small difference (more of a consistency issue). The result training loss/accuracy plots look like they are sampling on a l...
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Title: Add a visual indication to Favicon/Tab Body: ![image](https://github.com/healthchecks/healthchecks/assets/12234510/6776c6bb-fae0-4f5c-9b7e-bfbab4ea3037) This is what we get when a monitor is down in a full tab. Howhever, if the tab is pinned on browser, we have no visual indication. [Uptime-Kuma](https://g...
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Title: Add e2e test for `tune` in the `katib_client` module Body: ### What you would like to be added? We need to add e2e test for the `tune` function in the `katib_client` module. ### Why is this needed? **References** - e2e test for `create_experiment` in the `katib_client` module: https://github.com/kubeflow/kat...
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Title: Libdoc crashes if it does not detect documentation format Body: If documentation format isn't detected automatically based on the output file extension or given explicitly using `--format`, Libdoc execution fails with `AttributeError`: ``` $ libdoc BuiltIn BuiltIn Unexpected error: AttributeError: 'NoneType' ...
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Title: DOC: spatial index query docs do not include all predicates Body: Our docstring for query and query bulk contains only a subset of predicates pygeos supports. See https://geopandas.org/en/latest/docs/reference/api/geopandas.sindex.SpatialIndex.query_bulk.html#geopandas-sindex-spatialindex-query-bulk does not lis...
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Title: Place an "edit" button on the detail page Body: ### Checklist - [X] There are no similar issues or pull requests for this yet. ### Is your feature related to a problem? Please describe. It is useful if the detail page has an edit button. ### Describe the solution you would like. I think the edit b...
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Title: [tech debt] Cleanup Functions Body: in `crops.functions` `crop` and `random_crop` do exactly the same. Should remove one of them.
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Title: Problem with current session API + mfa + social auth Body: Hello, I'm seeing unexpected behavior on the current session API. I made a small reproduction repo [here](https://gitlab.com/bufke/allauth-headless-social-mfa). It looks like under some circumstances, the current session API is not returning mfa_auth...
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Title: DBAPIClient must create parent folders when initializing sqlite3 connection Body: Currently this fails: ```python from ploomber.clients import DBAPIClient import sqlite3 client = DBAPIClient(sqlite3.connect, dict(database='non-existing-folder/my.db')) ``` Error: ```pytb OperationalError: unable to ...
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Title: Add Checkboxes Body: Rio already comes with switches, but sometimes checkboxes just look nicer. Considering how simple they are to add, there's no excuse :)
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Title: question about travis CI tests Body: it seems like the same tests (for the same code) are run multiple times. are different things being tested for, or is this a potential inefficiency that could be corrected?
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Title: add classes_to_plot option to plot_cumulative_gain Body: I think it could be useful, when one wants to plot only e.g. class 1, to have an option to produce consistent plots for both plot_cumulative_gain and plot_roc At the moment, instead, only plot_roc supports such option. Thanks a lot
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Title: [Question] Can `utils.play.Play` be used for playing `Blackjack`? Body: ### Question I would like to use [`utils.play.Play`](https://gymnasium.farama.org/api/utils/#gymnasium.utils.play.play) to play `Blackjack`, however I failed. `utils.play.Play` does not wait for keypresses and proceed with the next step us...
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Title: Series.droplevel Body: Implement `Series.droplevel`. https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.droplevel.html
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Title: Comparison of Different Fine-Tuning Techniques for Conversational AI Body: ### Feature request It would be incredibly helpful to have a clear comparison or support for various fine-tuning techniques specifically for conversational AI. This feature could include insights into their strengths, limitations, and id...
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Title: DOC: translate `Contributing to the code base` to Chinese Body: https://doc.xorbits.io/en/latest/development/contributing_codebase.html
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Title: In docs use Interspinx to the Django project Body: and move the RST-sources into it's own folder.
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Title: Elapsed time is ignored when parsing output.xml if start time is not set Body: When writing execution times output.xml, we always include the elapsed time and also include the start time if it is set. Typically the start time is available, but it is cleared, for example, when merging results. The code parsing e...
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Title: Hay Update training sample plots to readme Body: 🙌🙌🙌🙌🙌
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Title: Control continue-on-failure mode by using recursive and non-recursive tags together Body: By default, test case teardowns implicitly run on `robot:recursive-continue-on-failure` mode. As I rely on keywords that are not only used in teardowns, I need `robot:continue-on-failure` mode. But setting the tag on teardo...
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Title: Drop Python 3.8 and Python 3.9 support Body: At the moment the minimum Python version we support is Python 3.8. It has already reached its EOL in October 2024, but it is still pretty widely used. It is also the default Python in Ubuntu 20.04 LTS that is supported until April 2025. Python 3.9 will reach its EOL i...
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Title: [DOCS]: How do you set criteria for "Additional Questions"? Body: ### Affected documentation section _No response_ ### Documentation improvement description How do you set criteria for "Additional Questions"? **For example.** How many years of work experience do you have with Node.js? **Answer** `10` #...
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Title: Refactor the code to make sure os path related logic is OS agnostic Body: Refactor the code to make the code expecting Unix/Linux paths OS-independent. Test and ensure that the the entire application with all its functionality (including Scan engine, API and WebUI) works equally fine on both Windows and Unix-lik...
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Title: Better traceback messages (working with very dirty csv files) Body: I'm trying to build a ModelResource to describe/normalize a very messy data export. It would be very useful if the `ModelResource().import_data()` function could print out the offending row when `raise_error=True`. I'm guessing the way to do t...
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Title: provide a basic GUI for users who prefer to uses GUI Body: ### Description Users should have the flexibility of using a simple GUI if they don't want to use the CLI. A simple GUI can be made with Tkinter maybe? It's important to not add any dependency for this. It would be better to implement this using...
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Title: Better error message if `nodeenv` fails Body: ## Problem See issues ran into here: https://github.com/RobertCraigie/prisma-client-py/issues/784. In the future we may want to move away from nodeenv entirely because of issues like this, but for now an improved error message that points to `nodejs-bin` is goo...
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Title: [INFRA] Test import as part of ci Body: **Is your feature request related to a problem? Please describe.** Every month or two we get a failed release b/c unit tests pass, but something wrong with the exports means post-install import actually fails. E.g., https://github.com/graphistry/pygraphistry/pull/550 . ...
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Title: Add module docstrings Body: ## Problem <!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] --> We could improve the readability / experience reading through the library source code if there were module level docstrings. ## Suggested solution <!-- A clear ...
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Title: [ENH] Add a reset_index boolean kwarg to shuffle() Body: # Brief Description I would like to propose to add a `reset_index` boolean kwarg to the `.shuffle()` function. Doing so would help save a line of code. After shuffling a dataframe, the index remains the same. Sometimes, users may want to preserve the...
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Title: [FEA] replace flake8 with ruff Body: **Is your feature request related to a problem? Please describe.** Less of an impact than replacing mypy... but ruff is pleasantly fast, so let's replace flake8 with it!
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Title: Weird issue when using `use_enum_values` in Pydantic v2 Body: ### Initial Checks - [X] I confirm that I'm using Pydantic V2 ### Description I encountered an extremely weird issue when using `use_enum_values` in a pydantic model. It works as expected in most of the cases but when I add a field which is a...
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