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Title: tSNE Value Error when no classes are specified Body: See [yellowbrick t-SNE fit raises ValueError](https://stackoverflow.com/questions/48950135/yellowbrick-t-sne-fit-raises-valueerror): The issue has to do with the way numpy arrays are evaluated in 1.13 - we need to change [yellowbrick.text.tsne Line 256](htt...
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Title: Using numpy.int64 as `offset` argument for `ema()` causes it to be treated as a zero Body: **Which version are you running? The lastest version is on Github. Pip is for major releases.** ```python import pandas_ta as ta print(ta.version) ``` 0.3.14b0 **Do you have _TA Lib_ also installed in your environm...
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Title: Tutorial request: Streamlit Body: There have been multiple requests for a streamlit tutorial. For this task, we're looking for a tutorial or blogpost which showcases the use of `supabase` with Streamlit. There are no restrictions on the type of tutorial and any number of people can take this issue up. This is...
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Title: Feature Proposal: Enhanced Single-File Execution in Any Directory Structure Body: #### **Current State** - nextpy's `run` command requires a predefined directory structure for execution. #### **Objective** - Enable users to execute individual files with `nextpy run`, regardless of the directory structure, s...
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Title: 麻瓜的支付有问题,可以支付成功,却不能回调 Body: 支付之后,扣钱了,却无法得到密码。
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Title: [PolygonZone] - drop `frame_resolution_wh` requirement Body: ### Description Currently, the initialization of [sv.PolygonZone](https://supervision.roboflow.com/0.19.0/detection/tools/polygon_zone/) requires passing `frame_resolution_wh` in the constructor. Upon further reflection, this seems totally unnecessa...
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Title: Loading issues with docx files saved using the latest version of WPS Body: **Describe the bug** If using WPS version 12.1.0.19770 to save docx format files, when using Haystack's DOCXToDocument to read such files, the following error will be reported **Error message** ``` [2025-01-21 17:04:03,529: WARNING/MainP...
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Title: Add favicon to report Body: Add favicon to report How it is now ![image](https://user-images.githubusercontent.com/2728804/85605889-fe52ae80-b628-11ea-9367-ac01989552b3.png) It should have the ScanAPI icon https://github.com/scanapi/design/blob/master/images/icon-light.png
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Title: VirusTotal Body: **User story:** I have a malware sample (file or hash) or potentially malicious URL that I want to scan / gather more evidence on. **Details** - VirusTotal has multiple offerings. Their flagship product is [IOC REPUTATION & ENRICHMENT](https://docs.virustotal.com/reference/ip-info). They als...
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Title: Add examples for response & error handling Body: We should add examples on how to write response and error handlers using `response_handler` and `error_handler`. Checkout [this guide](https://uplink.readthedocs.io/en/stable/user/quickstart.html#response-and-error-handling) for a quick overview of these decorator...
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Title: Make contribution platform rules visible in analysis Body: https://docs.github.com/en/account-and-profile/setting-up-and-managing-your-github-profile/managing-contribution-settings-on-your-profile/why-are-my-contributions-not-showing-up-on-my-profile Augur does an excellent job taking all contribution types i...
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Title: [Points] Clarify `Select All` Points layer keybinds Body: Regarding Points selection keybindings: _Originally posted by @mstabrin in https://github.com/napari/napari/issues/4809#issuecomment-1186945981_ > Currently it is implemented like: > `control+a` -> Select all `shown` points in the slice > `a` -> Select a...
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Title: [Feature request] Add apply_to_images to CropNonEmptyMaskIfExists Body:
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Title: Add IsYearEnd primitive Body: - This primitive determines the `is_year_end` of a datetime column
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Title: DOC: docstrings in robust.norms, improve, reorganize Body: The docstrings for methods in robust norm have the formulas in the `Returns` section. Would be better before Parameter section as extended description. Also converting to `math` will look better if we can get table formatting of equations (align `for...
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Title: docker-compose build failed. /usr/bin/env: ‘python\r’: No such file or directory Body: #10 169.0 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings...
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Title: Be able to configure a max timeout for long-running reports Body: The current limit set in the report_hunter is 60 minutes. There should be an option to extend this.
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Title: Assertions unsafe in production code Body: I've noticed while reading graphene and graphene-django that assertions are used frequently to protect from operations with undefined results or things that should be impossible (but might still happen if used incorrectly). In Python, assertions are not safe to use f...
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Title: Mention log.html if long message is cut Body: Relevant error messages may be hidden by Robot if the output is verbose. The current warning is `[ Message content over the limit has been removed. ]`, but it's not obvious that Robot does actually preserve the full output in log.html. I think it would be helpful to ...
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Title: Support pydantic v1 Body: https://pydanticlogfire.slack.com/archives/C06EDRBSAH3/p1715039582297379 It doesn't have to be rendered nicely, but it shouldn't break.
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Title: Remove the deprecation warning from CrawlerRunner._get_spider_loader() Body: Added in 1.0.0 (cc4c31e42673813be0739f3a01dfb5d7fb9417cf), I think it's fine to get those runtime errors now.
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Title: HDF5 files are just 1kb,I can not use those weights to optimize my own pictures Body: OSError: Unable to open file (unable to open file: name = 'D:\Download\image-super-resolution-master\image-super-resolution-master\weights\rdn-C6-D20-G64-G064-x2_enhanced-e219.hdf5', errno = 2, error message = 'No such file or ...
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Title: Missing libraries @development installed using UV Body: ### Describe the bug uv tool install git+https://github.com/openinterpreter/open-interpreter.git@development running: ``` interpreter ``` missing libraries: uvicorn fastapi pyautogui Got it running using: ``` uv tool install git+https://g...
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Title: Use `ruff` in CI checks Body: Start using [ruff](https://github.com/astral-sh/ruff) as a substitute to `isort`, `flake8`, and `pyupgrade`. Consider also enabling listing of jupyter notebooks: - https://beta.ruff.rs/docs/faq/#does-ruff-support-jupyter-notebooks
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Title: DEV: Use ruff for linting Body: Use ruff for linting instead of flake8 which is slow in pre-commit checks.
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Title: Disable Imports on SQLite database provider Body: I don't really want to implement support for migrations on SQLite. Self hosted users should use docker-compose instead of just the Docker image. So I'd rather simply disallow imports if you're using SQLite.
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Title: use_index arg Body: Originally asked at SO: https://stackoverflow.com/questions/64664210/dont-use-index-in-pandas-profiling/69519138#69519138 I don't have any interest is summarizing the index. I know I can reset beforehand i.e. `df = df.reset_index(drop=True)` but would we nice to do `ProfileReport(df, us...
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Title: Bug: Spinner is not killed when parent thread throws an exception Body: <!-- Please use the appropriate issue title format: BUG REPORT Bug: {Short description of bug} SUGGESTION Suggestion: {Short description of suggestion} OTHER {Question|Discussion|Whatever}: {Short descriptio...
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Title: Test factory_boy against Python 3.7 Body: #### The problem ``factory_boy`` should be tested against python 3.7. #### Extra notes There might be some issues with configuring Travis-CI with python 3.7. #### Checklist: - [x] Add the target to ``tox.ini`` - [ ] Add that target to ``.travis.yml`` - [ ] U...
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Title: Can't type or paste parens or brackets into Text field Body: Repro is pretty simple. Just create a text field: ``` name = mr.Text(value="John", label="What is your name?", rows=1) ``` And try pasting or type one of the following characters: ) ( ] [
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Title: AsyncClient.post() got an unexpected keyword argument 'proxies' Body: It seems that documentation for httpx does not represent fully its current code. The documentation says that ```proxies``` argument to ```AsyncClient.post()``` is available but in reality it's not: ``` AsyncClient.post() got an unexpected ...
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Title: [ENH] Collection normaliser transformer Body: ### Describe the feature or idea you want to propose when writing notebooks, it would have been helpful to have a normaliser BaseCollectionTransformer that could z-normalise, standardise or min/max scale, even as a wrapper of numpy, since it needs to be done on the ...
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Title: [DOC] International Teacher Data notebook should not have 1st-level markdown beyond title Body: # Brief Description of Fix Currently, the example on [Processing International Teacher data](https://pyjanitor.readthedocs.io/notebooks/teacher_pupil.html) has two top-level markdown titles: One for `Processing Int...
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Title: Agent Input Values Shouldn't Export or Save Body: Currently the last value that you used in an Agent Input Block exports into the Agent JSON. This means that the Agent file is polluted with the last input the user tested their Agent with.<br><br>*This input value also saves to the database.<br>*<br>Steps to repr...
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Title: html.inline = False gets the src for javascript files wrong Body: ### Current Behaviour setting `profile.config.html.inline = False` and then `profile.to_file("all_data/longi_report.html")'` assets are stored in `longi_report_assets/` however the html file in several places has `src=_assets` Loadi...
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Title: [BUG] Memory growth when using PyGWalker with Streamlit Body: **Describe the bug** I observe RAM growth when using PyGWalker with Streamlit framework. The RAM usage constantly grow on page reload (on every app run). When using Streamlit without PyGWalker, RAM usage remain constant (flat, does not grow). It see...
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Title: [Tracker] Move functions that are not tests from `tests` to `testing` Body: We have a bunch of helper functions that are aside from the tests which should be moved to `testing`. The general rule is, if the code isn't a test, or something related to pytest (fixture, some config, etc) it should be moved to the `te...
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Title: Create gifs with folder structure after AutoML training Body: Create gifs with folder structure after AutoML training and add them to the Readme
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Title: create a demo with vizzu Body: The vizzu is a package for creating animated charts in Jupyter notebook. Please create a demo app/notebook with vizzu in Mercury.
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Title: The “reStructuredText syntax error” check doesn’t trigger when the double backquote is not separated by non-word characters. Body: ### Describe the issue The “reStructuredText syntax error” check doesn’t trigger when the reStructuredText markup for the inline literal (` `` `) is not separated from the surroundi...
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Title: DOC: Dataframe.from_records should not say that passing in a DataFrame for data is allowed Body: ### Pandas version checks - [X] I have checked that the issue still exists on the latest versions of the docs on `main` [here](https://pandas.pydata.org/docs/dev/) ### Location of the documentation https://pandas...
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Title: What is the output of the Example Codes? Body: This is not answered properly and hence it is a difficulty to give a fix for Windows 10. Not all the codes will work for Windows 10. If code behaviour is properly mentioned then people can try to give a fix for the same.
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Title: Jurik's DMX and CFB indicators Body: **Which version are you running? The lastest version is on Github. Pip is for major releases.** 0.3.14b0 **Describe the solution you'd like** I would like have following indicators on pandas_ta repository: * Jurik's DMX * Jurikäs CFB DMX indicator is made for MT...
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Title: Add option to add non-existing snapshots instead of raising an error Body: **Is your feature request related to a problem? Please describe.** The issue is that I have to run `--snapshot-update` in order to initiate a new assertion in a test. This is mostly an annoyance when testing with PyCharm using the IDE ...
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Title: Feature Request: Interact with new GH projects as for classic ones Body: The way github3 allows to interact with classic projects is just great: unfortunately those will be discontinued this August, i.e. in a month. It would be very useful to have a way to interact with new GH projects, which are now the standa...
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Title: Hilbert Transform - Instantaneous Trendline Body: Version: 0.3.14b0 Please add overlap: Hilbert Transform - Instantaneous Trendline
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Title: docs: add docs for the dict() method Body: # Context we need to document the behavior of calling `dict()` on a BaseDoc. Especially with nested DocList. ```python class InnerDoc(BaseDoc): x: int class MyDoc(BaseDoc): l: DocList[InnerDoc] doc = MyDoc(l=[InnerDoc(x=1), InnerDoc(x=2)]) print(...
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Title: Docs - Clean up troubleshooting, make links to how it all works Body: Note to self
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Title: Windows Install error - ValueError: path 'resources/' cannot end with '/ Body: https://github.com/capitalone/DataProfiler/blob/5b04b7fe5ee3556235c397efb69b32cd5d364a3b/setup.py#L33 Ran into an install isue ValueError: path 'resources/' cannot end with '/ As per https://stackoverflow.com/questions/20356...
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Title: Extensive benchmarking of reasoning models including variance Body: In their [R1 repo](https://github.com/deepseek-ai/DeepSeek-R1) deepseek people recommend to estimate PASS@1 by asking the same question various times. We implemented that into our [Reasoning benchmark](https://github.com/sgl-project/sglang/tree/...
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Title: Example of inference with open_clip Body: Would be nice to provide an example of loading a model and performing inference on a single example.
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Title: Document that `Get Variable Value` and `Variable Should (Not) Exist` do not support named-argument syntax Body: Hi, I noticed that I am not able to pass `default` argument for `Get Variable Value` from `BuiltIn` as keyword argument. I.e. the following does not provide expected result: `${result} BuiltIn.Get ...
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Title: [BUG] Video generation fails when creating subtitles locally. Body: **Describe the bug** Video generation fails after MoviePy finishes. The next debug message is "Creating Subtitles Locally" and then comes an error: "Expected contiguous start of match or end of input at char 198, but started at char 483 (unmat...
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Title: Add new step to `piccolo asgi new` for media storage Body: When running the `piccolo asgi new` command to create a new app, it asks you some questions: <img width="535" alt="Screenshot 2022-08-27 at 15 22 14" src="https://user-images.githubusercontent.com/350976/187034384-776b9be0-c4a4-490a-b464-c2bd73ae3be0....
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Title: Better default height for metrics property Body: ### Description The height of a metric is taking more than half the available height of my page. This will never be a correct value. (I would also argue the same for the width) A new default height should be defined. ```python from taipy.gui import Gui imp...
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Title: Poor docstring formatting in vscode Body: Here's what it looks like for getting the docstring within `@callback`. Lots of white space and odd newline breaks. Could be nicer! <img width="730" alt="image" src="https://github.com/plotly/dash/assets/1280389/288da817-8db5-40a2-9be3-36b00c867e32">
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Title: 没开源前端代码吗 想学习一下 Body:
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Title: `LOGFIRE_SEND_TO_LOGFIRE` env var doesn't accept `if-token-present` as a value Body: ### Description It would be very useful if it did, also more consistent with `configure()` kwargs ### Python, Logfire & OS Versions, related packages (not required) ```TOML logfire="0.53.0" platform="macOS-14.6.1-arm64-arm-6...
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Title: Inability for automatic token refresh when using `grant_type=password` Body: **Describe the bug** Trying to authenticate and generate requests using an OAuth2Session using `username/password` authentication. I'm able to generate an initial token to be used in my session, however, I was trying to utilize the f...
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Title: [new] `get_latest_partition_value(fully_qualified_table)` Body: return the date (or integer) of the latest partition.
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Title: Marketplace - "Select All" doesn't work in Agent Dashboard Body: [20241219-1429-35.8537904.mp4](https://uploads.linear.app/a47946b5-12cd-4b3d-8822-df04c855879f/a9af1ad6-fa5d-42db-bb10-c77d71db8fce/d46d31aa-0aaa-41da-8c12-8360990fe6c1?signature=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJwYXRoIjoiL2E0Nzk0NmI1LTEyY2Qt...
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Title: Indent debug output Body: #### The problem The `factory.debug` context manager is fantastic, but it's still hard to tell which declaration caused each line of output. #### Proposed solution I think the simplest thing that would help is illustrated by the documentation for `factory.debug`, which adds "ar...
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Title: Ability to set centre and zoom options on basic map Body: It would be good to be able to set the centre and zoom on maps (cf issue #80). An interface like: ``` python m = Map(zoom=8, centre=[-5.0, 5.0], centre_on_data=False) ``` would work. The `centre_on_data` argument is useful to stop the default behaviour ...
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Title: Gallery examples use Matplotlib in a hybrid way (explicit vs. implicit interfaces). Body: ### Description: I would suggest using the "object-oriented (OO) style" (as opposed to pyplot-style) across the gallery. This issue replicates https://github.com/datacarpentry/image-processing/issues/319, which I opened...
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Title: register_streamfield_block not documented? Body: Hi guys - new to wagtail-grapple (great product, btw). I am seeing references to register_streamfield_block in several places in the example, but no definition of exactly what it is, or when it should be used. Seems like it should be documented on the Decorato...
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Title: Migrate setup.py from distutils to setuptools Body: distutils is going away in a future version of Python https://docs.python.org/3/whatsnew/3.10.html#distutils-deprecated
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Title: Compute predictions on single sample Body: Right now there is an error when computing prediction on a single sample, see #156 for details.
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Title: Refactor `alert_view.py` Body: ## Tell us about the problem you're trying to solve In the [`alert_view.py`](https://github.com/chaos-genius/chaos_genius/blob/04cfe2ee0e82ff627fa29f8f50ccc08b6ba52bef/chaos_genius/views/alert_view.py) file, database calls and other functionality are directly included in the rou...
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Title: gevent's subprocess stdout as pipe processing blocks the event loop Body: * gevent version: 1.3.7 * Python version: 2.7 latest on ubuntu 16.04 and 3.7.1 from homebrew on mac * Operating System: Written above on x64 ### Description: I am trying to log the stdout / stderr of a subprocess via a greenlet loo...
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Title: `coerce_numbers_to_str` can cause unicode decode errors Body: ### Initial Checks - [X] I confirm that I'm using Pydantic V2 ### Description Hi! I just upgraded pydantic version and was testing passing a string like `'hi there!\ud835'` which contains an unpaired unicode character to a model with `coerce_...
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Title: Wrong power base in LDA Model log_perplexity documentation Body: #### Problem description Gensim LDAModel documentation incorrect #### Steps/code/corpus to reproduce Based on the code in log_perplexity, it looks like it should be e^(-bound) since all of the functions used in computing it seem to be usin...
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Title: Delete button remains on screen after leaving element Body: Happens on `/chat` and in the subchats if the chat is not active ![image](https://user-images.githubusercontent.com/24505302/236671627-0849a719-963e-4e2a-b84b-001fc54efeec.png) The code for this is here: https://github.com/LAION-AI/Open-Assistant...
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Title: typing_extensions is missing from dependencies Body: https://github.com/wemake-services/django-test-migrations/blob/master/pyproject.toml#L55 Related: https://github.com/wemake-services/django-test-migrations/issues/82#issuecomment-632059046 Thanks to @lee-vg for the report
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Title: [community] PyTorch/XLA support Body: There are pipelines with missing XLA support. We'd like to improve coverage with your help! [Example 1](https://github.com/huggingface/diffusers/pull/10222/files) [Example 2](https://github.com/huggingface/diffusers/pull/10109/files) Please limit changes to a single p...
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Title: Captured subproc: AttributeError: 'NoneType' object has no attribute 'pid' Body: xonsh 0.19.2 In case of running unknown command: ```xsh $XONSH_SHOW_TRACEBACK = True !(qwe qwe) Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/Users/pc/.local/xonsh-env/lib/python3.12/site-packag...
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Title: mypy strict mode doesn't play well with less-specific slack_sdk.model imports Body: Kinda terrible title, dunno how to be super succinct with it. Apologies. In PyCharm, given the file: ``` class MyBlock(InputBlock): pass ``` Letting it auto-generate the import (OSX keyboard combo `Option + Enter` wh...
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Title: Add ExtraTreesRegressor Body:
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Title: Use official MXNet batchify to implement the batchify functions Body: ## Description We should use the official mxnet batchify functions to implement our own batchify functions. However, since we'd like to later support other frameworks, we should still keep our own `batchify.py`. We can change it to call MXNet...
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Title: Support pathlib.Path for directory in `App.add_static_route(...)` Body: It has become trendy to support [`pathlib.Path`](https://docs.python.org/3/library/pathlib.html) objects in addition to, or even instead of, `str` where the argument in question denotes a filesystem path. We could support and document _di...
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Title: Create edit profile page on authors module Body:
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Title: Topic 4. Part 4: Some modules are imported at the beginning, but are not used further in the text Body: ![2018-11-05 23-42-56 jupyter notebook viewer - google chrome](https://user-images.githubusercontent.com/1929262/48025917-b7fbc380-e155-11e8-95e2-2666ea50c833.jpg) It seems that _TfidfTransformer, TfidfVect...
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Title: Dependencies installation command for Ubuntu/Linux Body: There is a wrong name for the Boost apt-get package in the [installation guide for Linux Developers](https://github.com/giotto-ai/giotto-tda#linux): ~`sudo apt-get install cmake boost`~ `sudo apt-get install cmake libboost-dev`
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Title: Restructure the code for some examples according to PEP8 guidelines? Body: Hey there! A really neat repository! I was browsing through the code and noticed in some examples that you've written entire blocks of code within `if __name__ == __main__` block. I am willing to restructure it, it's possible to impor...
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Title: Number of Downloads metric API Body: The canonical definition is here: https://chaoss.community/?p=4466
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Title: Add "me" query Body: It would be useful to have a "me" query where the client gets the details of the logged-in user (sending a JWT). The client doesn't have to store the ID in that case. This could be done with something like this I think: ``` def resolve_me(self, info): user = info.context.user i...
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Title: `dummy_minimize` with ask and tell? Body: Just realized this, does the current API allow one to use random search with the ask and tell API? (in a user-friendly way)
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Title: Export merged environment to yaml Body: I'm looking for a way to "flatten" the settings into a single `values.yaml` file from the following `settings.yaml`. Assume that `ENV_FOR_DYNACONF=development` ``` global: a: 1 default: b: 2 development: foo: bar: c: 3 production: ...
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Title: [FEA] Docker security scan Body: **Is your feature request related to a problem? Please describe.** PyGraphistry should pass security scans for sensitive environments and ideally with an audit trail **Describe the solution you'd like** - Use a simple free scanner like `docker scan` - Run as part of CI - R...
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Title: [DOCS] Consistency in function and method docstrings Body: ### Issue Description Function and method parameters are documented using either `Parameters`, `Arguments`, or `Args` keywords. We should only use `Arguments` everywhere. ### Code of Conduct - [x] I have checked the [existing issues](https://github.co...
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Title: Improve error message when dotted path fails to load Body: The `load_dotted_path` raises the following error if unable to load the module: ```pytb Traceback (most recent call last): File "/Users/Edu/Desktop/import-error/script.py", line 4, in <module> load_dotted_path('tests.quality.fn') File "/U...
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Title: pycharm does not detect proprety from DocumentArray Body: ```python from docarray import BaseDocument, DocumentArray from docarray.typing import TorchTensor import torch class Image(BaseDocument): tensor: TorchTensor[3, 224, 224] batch = DocumentArray[Image]( [Image(tensor=torch.zeros(3, 224...
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Title: Good First Issue [Deep Learning]: Add Support for Different Activation Functions in Multi-Layer Neural Networks Body: ### Issue Description: Currently, the `create_and_compile` (ForcasterRNN) function only supports a single activation function for all layers in a multi-layer neural network. To increase flexib...
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Title: Feature: Add map view for visualizing connections Body: I've seen this requested a couple times in forums, so if someone wants to implement it, it could probably be done with https://plotly.com/python/bubble-maps/ in a new tab with https://dash.plotly.com/dash-core-components/tabs All the code for the dash is...
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Title: Expose "Scalar" decorator at the root level of tartiflette Body: Currently, this is not straightforward to register its scalar types, the `Scalar` decorator is located at the `tartiflette.scalar` module. In term of API, it would be more consistent exposing this decorator at the same level as `Resolver`, `Subs...
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Title: `RichTextElement.elements` items are never promoted to a proper Python object type Body: Using the rich text editor widget with the following content: <img width="477" alt="Screenshot 2024-03-05 at 11 39 10" src="https://github.com/slackapi/python-slack-sdk/assets/118377/0b627c94-4804-4535-8ada-38c4bd91be58"> ...
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Title: New Libdoc language selection button does not work well on mobile Body: In Robot Framework 7.2 a new language selection button was introduced into the keyword documentation generated by libdoc. That new language selection makes the mobile view very uncomfortable, as it is very hard to tap the (important) button...
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Title: _delete_python_comments fails if it receives non-Python code Body: https://github.com/ploomber/ploomber/blob/c87c60db954f72309b1e421a5399f9f6a426e5fe/src/ploomber/codediffer.py#L37 the function should not fail and simply return the input code
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Title: Misc documentation cleanup Body: Documentation improvements and tweaks that are not highest prio, but would be nice to iron out: - [ ] https://falcon.readthedocs.io/en/latest/community/contributing.html#reviews :arrow_left: checkboxes within use the GitHub flavour of Markdown, which does not render exactly the ...
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Title: Add `robot.result.TestSuite.to/from_xml` methods Body: The current API we have for working with output.xml files programmatically requires using the `ExecutionResult` factory method. It returns a `Result` object that contains a `TestSuite` object in its `suite` attribute. The suite can be inspected and also modi...
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Title: Is there a way to add tags to a span after it is created? Body: ### Question I have additional tags I want to that come from the result of a function running inside a span, but I'm not able to add them via `span.tags += ["my_tag"]` with the current API. Is there some other way to do this? Thanks!
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