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Title: Verify spearmanr works as expected in Rank2D Body: The [`scipy.stats.spearmanr`](https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.spearmanr.html) correlation was added to Rank2D without tests, and on reviewing the documentation for the correlation metric and in comparison to the numpy methods for...
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Title: Improve interactions tests Body: ## Future works for `tests.test_interactions` - make the nested functions (save_screenshot, perform_dragging, etc.) class methods of Test, and initialize the app in setUpClass (inherited from IntegrationTests). - break down the interactions tests into separate tests, one for dr...
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Title: NATR in non TA-lib mode Body: ```python # Calculate Result if Imports["talib"] and mode_tal: from talib import NATR natr = NATR(high, low, close, length) else: natr = scalar / close natr *= atr(high=high, low=low, close=close, length=length, mamode=mamode, drift=dri...
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Title: Good First Issue: Allow `predict` method to accept date values as `steps` Body: Use branch 0.14.x as base. **Summary** Currently, the `steps` parameter in all Forecasters' `predict` methods only accepts an integer value. This integer defines how many observations to forecast into the future. We would like ...
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Title: Queuing related guides contain outdated information about `concurrency_count` Body: ### Describe the bug These guides related to queuing still refer to `concurrency_count`: - [Queuing](https://www.gradio.app/guides/queuing) - [Setting Up a Demo for Maximum Performance](https://www.gradio.app/guides/setting-...
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Title: If github check fails, can't 'import interpreter' - Exception: Failed to fetch latest release from GitHub API. Body: ### Describe the bug If for some reason the github API is not working, you can't load the library due to the update check failing ### Reproduce Try to import library when Github API is down: ...
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Title: [FEA] Bill of materials tracking Body: **Is your feature request related to a problem? Please describe.** As part of every release, include a bill of materials digest **Describe the solution you'd like** Ex: https://cyclonedx.org/use-cases/
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Title: Switching from columns view to another view loses column metadata Body: ### Describe the bug * Create a notebook with a two columns, and arrange cells across the columns * Switch to a compact view and save. Expected behavior: * Column metadata is still persisted in the notebook file. Actual behavior: * Column...
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Title: passlib - DeprecationWarning: 'crypt' is deprecated and slated for removal in Python 3.13 Body: If passlib isn't replaced, hashing will not work when python is updated to 3.13.
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Title: Dialogs created by `Dialogs` are not centered and their minimum size is too small Body: While looking at #4619, I got annoyed that dialogs are not centered and noticed also that minimum size is so small that the `Robot Framework` title isn't always shown. Both are trivial to fix.
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Title: Wrong link in `GDC` page Body: ### 📚 Describe the documentation issue Hi, there is a wrong link to the Diffusion Improves Graph Learning paper on `GDC` page. https://pytorch-geometric.readthedocs.io/en/latest/generated/torch_geometric.transforms.GDC.html ### Suggest a potential alternative/fix Can...
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Title: Add `history delete` Body: We need two things: 1. `history delete <pattern>` command that will delete certain command from history 2. ~The way to mark commands and skip it while flushing history on disk i.e. `echo 123 #skip-history`. In bash this work by [adding the space](https://stackoverflow.com/questions/...
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Title: 解析链接提取不到数据 Body: 2.2版本 启动服务端发送请求的内容如下 ``` { "url":"http://xhslink.com/B/i1uWyT", "download":false } ``` 返回的json如下: ``` { "message": "获取小红书作品数据失败", "url": "https://www.xiaohongshu.com/discovery/item/66bb735c0000000005022d85?app_platform=ios&app_version=8.52&share_from_user_hidden=t...
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Title: [ENH] to_fasta as part of janitor.biology Body: `janitor.biology` could do with a `to_fasta` function, I think. The intent here would be to conveniently export a dataframe of sequences as a FASTA file, using one column as the fasta header. strawman implementation below: ```python import pandas_flavor as p...
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Title: Add citation to the readme Body: About 11 peer-reviewed publications have cited the github repository, rather than the JOSS paper. Adding the citation at the top of the readme would help clarify how to cite the software. The citation is currently stored in a separate file in the repository root.
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Title: Cleanup Usage of CIMultidict Body: While reviewing #2097, @ashleysommer pointed out how we have been using `header` which is a `CIMultidict` type. We have been using `header.get` instead of explicitly using either `getone` or `getall` In order to keep the original PR clean, we are opening a new tracker item t...
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Title: [Feature request] Add apply_to_images to ZoomBlur Body:
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Title: Document the export_schema command Body: ## Feature Request Type - Documentation ## Description I was figuring out how to export my schema, since the new version of graphiql doesn't seem to allow you. It was a bit of a struggle. With graphene there was a management command to do it; and the penny droppe...
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Title: add requirement for lower jinja2 version Body: Please add requirement for jinja2==3.0.3 because it sometimes crash the notebook conversion to HTML.
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Title: Marketplace - agent page - Update body text to Geist font Body: ### Describe your issue. <img width="574" alt="Screenshot 2024-12-17 at 17 24 37" src="https://github.com/user-attachments/assets/58965dda-c4ff-478e-87de-2833b5e546b8" /> **Please update the font to the following style:** (This is the style...
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Title: 📝 Followup with documentation - Internal Feature Body: Introducing AuthX V1.0.0, our redesigned authentication system. This version incorporates numerous fresh functionalities and improvements aimed at enhancing security, usability, and performance. ## Core Functionality: - JWT encoding/decoding for appli...
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Title: Faster tests by deselcting slow tests Body: Running the complete set of tests takes a long time. We can use [test attributes](http://nose.readthedocs.io/en/latest/plugins/attrib.html) to mark tests that take a long time to run, this gives people a chance to run a lightweight test quickly by deselecting those tes...
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Title: refactor: consistent logging Body: We support basic logging for doc indices. It's defined in the abstract class and consists of simple logs for `init`, `index`, `find`, `filter` (`filter_batched`) and `text_search` (`text_search_batched`), etc. The inconsistency is introduced when a specific doc index overrid...
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Title: ploomber scaffold should accept hyphens if no creating a packaged project Body:
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Title: FEAT: Support Index.str Body: Implements `Index.str`, almost same as `Series.str`.
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Title: Contribution Attribution metric API Body: The canonical definition is here: https://chaoss.community/?p=3616
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Title: Fix typos in ```spec_evaluator.py``` Body: File: [spec_evaluator.py](https://github.com/scanapi/scanapi/blob/main/scanapi/evaluators/spec_evaluator.py#L72) ```Python @classmethod def filter_response_var(cls, spec_vars): """Returns a copy pf ``spec_vars`` without 'response' references. ...
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Title: update documents to reflect new default format Body: initially, we were using the `py:light` format as the default one for scripts: ```python # + x = 1 # + y = 2 ``` However, we're now migrating to the percent format to be the default, since VSCode, PyCharm, and others support it: ```python # %%...
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Title: [GOOD FIRST ISSUE]: Missing secret 'llm_api_key' Body: ### Issue summary no recognizing API key ### Detailed description I've been trying to put my open AI API key in for a couple of hours now with now luck. I've confirmed secrets.yaml is up to date, and have tried 5-10 different syntaxes as well as bringing ...
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Title: Raise test coverage above 90% for gtda/diagrams/features.py Body: Current test coverage from pytest is 84%
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Title: `xonfig web` overwrites its own config within the same session (colors vs. prompts) Body: <!--- Provide a general summary of the issue in the Title above --> <!--- If you have a question along the lines of "How do I do this Bash command in xonsh" please first look over the Bash to Xonsh translation guide: http...
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Title: Switch from UUID v4 to v7 Body: **Describe the solution you'd like** Migrate to using UUID v7 (`uuid6` package, which despite its name provides `uuid7()` fn) as data type for `id` columns. **Additional context** These articles outline advantages of v7 (as opposed to v4), and also some pitfalls of not doing ...
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Title: CFO (Chande Forcast Ocsilator) Body: Hey @twopirllc, I'm still using pandas-ta==0.1.36b0 version at this moment and added one indicator on my own in my project. This indicator is known as Chande Forcast Oscilator (CFO). Here is the working code for the same. You man alter it according to the current code...
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Title: Feat: Color customization Body: You know, currently, we just have a main yellow color, I think there may be some requests for color customization from other users. It's easy to extract the color value to the config file, which is also convenient for us to expand in the future.
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Title: Logging APIs do not work if Robot Framework is run on thread Body: When running a Robot Framework task directly, the logs are generated in the log.html file as expected. However, when the same task is registered as an APScheduler job and executed by the scheduled task, the logs do not appear in log.html. Here...
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Title: drop numpy dependency from Python code for cases without vectors Body: According to this line, it seems that `numpy` is used as a default math library for runtime even when we do not operate with vectors. https://github.com/BayesWitnesses/m2cgen/blob/2475f3cddb5b328c8673795ca3cbe4fdc89f6797/m2cgen/interpreters/...
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Title: [FEATURE-REQUEST] Support Google Colab installation without runtime restart Body: **Description** When running `pip install vaex`, the runtime of the colab is needed to restarted (see attachments) **Is your feature request related to a problem? Please describe.** The problem is some dependencies update matp...
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Title: Validate mandatory keys for API spec Body: ## Description We need to ensure that API spec has some mandatories keys in order to work properly. The first mandatory key that need to be checked is the key `api`. The specification should start with it. https://github.com/scanapi/scanapi/blob/master/scanapi/__...
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Title: Add visualization for Optuna optimization results Body: In #332 we added support for Optuna. It can be used for tuning: - Extra Trees - Random Forest - Xgboost - LightGBM - CatBoost It will be nice to have a visualization of Optuna optimization. Optuna study results are saved as joblib in `optuna` dir.
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Title: feature request : Batched scale_tril Body: I would like to do batch transformations using `transforms.LowerCholeskyAffine`. So far I can do a "batched" transform as long as the `loc` and `scale_tril` are the same however if I try to use different `loc`s with the same `scale_tril` then I get the following error m...
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Title: [QOL] Add tracking responses per endpoint Body: Make it easier for testers to sift through endpoint responses. Probably easy to add it to the `stats` module
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Title: Marketplace - search results - change margins between chips and section title Body: ### Describe your issue. Change margins to 36px <img width="1460" alt="Screenshot 2024-12-13 at 21 13 49" src="https://github.com/user-attachments/assets/e0cf638f-256e-4f86-81c2-322471f62f87" />
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Title: Upgraded from version 4.0.1. to 4.2.0, now KeyedVectors.most_similar() throws error Body: <!-- **IMPORTANT**: - Use the [Gensim mailing list](https://groups.google.com/forum/#!forum/gensim) to ask general or usage questions. Github issues are only for bug reports. - Check [Recipes&FAQ](https://github.com/Ra...
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Title: Hide snapshot report summary if there is nothing to report Body: **Is your feature request related to a problem? Please describe.** <!-- A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] --> No point in outputting a summary when there is nothing to report **Des...
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Title: Monitoring: add Flower Body: Add Flower as a new service in Docker Compose and maybe in Pulumi configuration.
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Title: Add framework adaptor option for Django Body: A good heuristic for what a Django controller is is that it has request as the first argument. This is easy enough to implement in an hour by looking at https://github.com/python-security/pyt/pull/52/files though, if you're interested.
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Title: [🐛 BUG] Setting width/height with CSS units not working for metrics Body: ### What went wrong? 🤔 Setting width and height for metrics with CSS units is not working. This won't change the width/height as expected. This works when just putting a number. It took a while for me to figure out (I went looking ...
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Title: Add docs on ArgoCD deep links Body: Show how to use ArgoCD [deep links](https://argo-cd.readthedocs.io/en/stable/operator-manual/deep_links/) with Robusta. Docs should go in https://docs.robusta.dev/master/setup-robusta/gitops/argocd.html#configuring-argo-links
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Title: [INFRA] Move to GHA Body: travis-ci is shutting down in a few weeks: we should move to gha: - [x] runs on PRs + master - [x] triggerable only by contributors - [x] test via the new docker test, incl. w/ connectors
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Title: AI Music Generator Block Fails, but Replicate shows Successful Generation Body: > The AI Music Generator block showed that it failed after 3 attempts, but Replicate shows that it created 3 audio files This is a user reported issue. It is unknown whether this happens every time or intermittently.<br><br>**Steps ...
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Title: xontrib load: add option to skip not installed xontribs Body: It will be cool to have an ability to load xontribs without errors about not installed ones. For example this useful in case when you run xonsh in virtual environment and xonsh tries to run ~/.xonshrc and because of the virtual env has no xontribs ...
0easy
Title: Page listing social connections should use email addresses or usernames, instead of names Body: Take the page at the URL `/accounts/3rdparty/` (URL name `socialaccount_connections` configured to `allauth.social.views.connections`). If you load that page, it will list all the social connections of the current acc...
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Title: `test_resources.py` is too large and can be broken up Body: The `test_resources.py` module is too large (~1.8k lines). It could be broken up into its own package, with sub-modules. Additionally `ModelResourceTest` test case is too large and should be broken up. For example: ``` test_resources/ test...
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Title: 调用支付接口失败 Body: 使用v免签,调用支付接口失败 ![image](https://github.com/Baiyuetribe/kamiFaka/assets/72326235/0f41aae6-35e3-4367-bf59-5f051e8b3ac5)
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Title: Issue is still there Exception: SNlM0e value not found. Double-check __Secure-1PSID value or pass it as token='xxxxx'. Body: Exception: SNlM0e value not found. Double-check __Secure-1PSID value or pass it as token='xxxxx'.****
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Title: Fix capitalisation of Markdown (prefer markdown) as per Vale suggestion Body: Vale recommends that the word Markdown is not capitalised except at the start of a sentence. <img width="549" alt="image" src="https://github.com/user-attachments/assets/a2edcb7f-74c6-4622-b833-3bca9c4b51dd"> Task: Search acros...
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Title: Bug: Serializing TorchTensor with grad fails Body: **Description:** When a `TorchTensor` requires grad it cannot be serialized to JSON. This is particularly bad because: - outputs of pytorch models require grad - FastAPI serilaizes to JSON -> model serving is b0rked **How to reproduce:** ```python from docarra...
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Title: Switch WebSockets legacy implementation to Sans-I/O Body: Given https://github.com/aaugustin/websockets/issues/975 and https://github.com/aaugustin/websockets/issues/1310#issuecomment-1479780072 we should try to follow @aaugustin's recommendation. We can discuss if we should deprecate the current `WebSocketPr...
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Title: Move pytest config to pyproject.toml Body: Suggestion: By moving the pytest configuration to `pyproject.toml` it would be possible to remove the `pytest.ini` file. Note that the [pyproject support](https://docs.pytest.org/en/stable/customize.html#pyproject-toml) was included in pytest version 6.0 and I'm not...
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Title: Feature: endless asyncio tasks hypervisor Body: Now we have some endless `asyncio.Tasks` consuming messages like [here](https://github.com/airtai/faststream/blob/main/faststream/nats/subscriber/usecase.py#L309) or in kafka/confluent/redis as well. They have no chance to fail, but anything can sometimes things...
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Title: Suggest add in docs the possibility to use selenium special Keys Body: I'm new on using github tools. We should add in the docs that we can use selenium special Keys: e.g. (return key): from selenium.webdriver.common.keys import Keys ElementAPI.type(Keys.RETURN) or add a reference to selenium docs for s...
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Title: [Feature Request] App Window: standardize on pywebview[qt] Body: ### Description This request involves the window icon for local app mode. According to the [pyproject.toml](https://github.com/rio-labs/rio/blob/main/pyproject.toml), pywebview 4.2 is installed on Windows with cefpython and current (5.3.2) is i...
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Title: Create Dockerfile, publish images Body: It would be really useful if we had a simple Dockerfile containing the build instructions for the library. Then, we could create an image which would be easy to distribute and run for the volunteer participants without setting up the environment themselves.
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Title: No way to execute an arbitrary command on a pipeline Body: Pipeline.exectute() shadows ConnectionsPool.execute() and RedisConnection.execute(). As the result, one cannot execute arbitrary commands in a pipeline. I use Redisearch module and need to execute multiple commands like "FT.DEL" in a row, but cannot ...
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Title: [BUG] show_menu template tags pollute global template context Body: ## Description When using the `show_menu` or `show_menu_below_id` template tags the context variables it uses internally are added to the global context. ## Steps to reproduce 1. Have a page with one of the `show_menu` family of templat...
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Title: Remove pkg_resources usage Body: Importing pkg_resources raises a deprecation warning now so it makes sense to remove it. We can even use importlib without checking if it's available as we no longer support 3.7. I see only `pkg_resources.parse_version` and `pkg_resources.iter_entry_points` used in Scrapy, I thin...
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Title: Upgrade manual_legend to match line/marker style of plotted points Body: **Describe the solution you'd like** Upgrade `manual_legend` to match line/marker style of plotted points by enabling simple circles and lines with Line2D patches. **Is your feature request related to a problem? Please describe.** Righ...
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Title: Add support for synchronous RPC calls Body: RPC calls are asynchronous as `_execute_monkey_patch` doesn't effect them. This is annoying because all the other calls in supabase-py are synchronous.
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Title: Implement method item_by_path(path) and maybe others for uia_controls.ToolbarWrapper Body: This is suggested in Gitter chat (Russian room). We have such method for `uia_controls.MenuWrapper`. But some menus are implemented as toolbar with drop-down submenus. It makes sense to add similar methods to choose such s...
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Title: Get costs at any given iteration Body: I want to visualise the convergence rate of k-modes (and k-prototypes, eventually) by plotting the cost function at each iteration. I've had a look through `kmodes.py` and I can't see a way of extracting that information directly. Could you suggest a way of going about this...
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Title: GRADIO UI Body: adding Gradio for better GUI for first time users
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Title: [BUG] Could not retrieve stock videos: generate_subtitles() missing 2 required positional arguments: 'sentences' and 'audio_clips' Body: **Describe the bug** Every time I try to generate a video it shows this error: Could not retrieve stock videos: generate_subtitles() missing 2 required positional arguments: ...
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Title: create user-facing cleanlab.data_valuation module Body: Move the following method to the cleanlab.data_valuation module, such that it can be a standalone user-facing method: [cleanlab.datalab.internal.issue_maanger.data_valuation._knn_shapley_score ](https://docs.cleanlab.ai/master/_modules/cleanlab/datalab/...
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Title: Trace log level logs arguments twice for embedded arguments Body: Using following code: ``` *** Test Cases *** Test Keyword With Arguments 1 2 Keyword With Embedded 1 Keyword With Mixed 1 2 *** Keywords *** Keyword With Arguments [Arguments] ${arg} ${arg2} Log ...
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Title: [DOCS] CosmosDB notebook Body: We should have an explicit cosmosdb tutorial notebook series: - [ ] connection info, incl pk usage - [ ] df -> cosmos - [ ] query -> cosmos -> graph - [ ] node/edge enriching - [ ] and viz, of course :) An internal hub notebook sketches a bunch of these from before we had...
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Title: Add usage example for fasttext subword embedding in Pre-trained Word Embeddings tutorial Body: Currently we have the fastText subword embeddings available, but it's not included in the pre-trained word embeddings tutorial which is often the first tutorial people checks out. It would be great to add example usage...
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Title: Bug: Using 2 LoRA configs with `target_modules='all-linear'` leads to nested LoRA layers Body: ### System Info - ### Who can help? _No response_ ### Information - [ ] The official example scripts - [ ] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder - [ ] My o...
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Title: Removed deprecated function `get_all_colorscale_names()` Body: Removed deprecated function `get_all_colorscale_names()` in favor of `list_all_colorscale_names()`
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Title: Remove mutable arguments Body: As mentioned in openjournals/joss-reviews#1315, some functions have mutable arguments. I found the following instances of this: https://github.com/scikit-tda/kepler-mapper/blob/8a2a955e2b7302ee3c37e5c6a2c6ebfc1924a39b/kmapper/kmapper.py#L630-L632 These could easily be transf...
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Title: [DOCS]: Perplexity API Support - docs update Body: ### Affected documentation section _No response_ ### Documentation improvement description related to PR https://github.com/AIHawk-co/Auto_Jobs_Applier_AI_Agent/pull/811 ### Why is this change necessary? _No response_ ### Additional context _No response...
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Title: Dev Branch: Chandelier Exit offset direction Body: **Which version are you running? The lastest version is on Github. Pip is for major releases.** I am using python 3.9 and pandas_ta 0.4.19b0 (dev branch). **Do you have TA Lib also installed in your environment?** no There is a bug in the development bra...
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Title: Feature request - Fixed Quantity Feed Body: A useful feature where the user specifies the quantity to take in an orderbook and callback returns the average price paid for that lot size. For example if the offers in the order book for BTC-USD was the following: Price | size 11,000 | 1 10,500 | 1 1...
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Title: Add Field Description and example to Predefined Documents Body: ### Initial Checks - [X] I have searched Google & GitHub for similar requests and couldn't find anything - [X] I have read and followed [the docs](https://docs.docarray.org) and still think this feature is missing ### Description One nice thing a...
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Title: Support custom converters that accept only `*varargs` Body: see https://github.com/robotframework/robotframework/issues/4088#issuecomment-986367405
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Title: Unused os.path.join in chat_photo.py Body: I was looking at the aiogram code on github accidentally found that `os.path.join` is not used here, which is suspicious. https://github.com/aiogram/aiogram/blob/df294e579f104e2ae7e9f37b0c69490782d33091/aiogram/types/chat_photo.py#L62-L63
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Title: Parsing model: `Documentation.from_params(...).value` doesn't work Body: Documentation.from_params(...) has problems with multiline values and empty lines. Must be investigated more closely and there must be more tests about this. https://github.com/robotframework/robotframework/blob/c80464b98f1efff1d96686...
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Title: [feat] add marker strategy as a separate repo + example how to load it Body: As with the #91 - the `marker` strategy has been officially removed along with all dependencies to `surya-ocr` and `marker` - as the packages imply the `GPL3` license. We changed the license to MIT. `marker`, `surya`, `tabled` and other...
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Title: Bug: Remove use of `assert` for pydantic import flow control Body: ### Description It was a poor choice to use assertions for the Pydantic import version discrimination refactor in #3347, as they can be optimized away. We should revert to raising some other exception type where this was applied. https://g...
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Title: Wrong value of default parameter in report Body: #### I'm submitting a ... - [x] bug report - [ ] feature request - [ ] support request => Please do not submit support request here, see note at the top of this template. #### What is the current behavior? This code produces wrong parameters values...
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Title: Add Private conversation command Body: Just one more command like /gpt private. Then the bot will create a private channel like a ticket channel that only the user and the bot can access. So in the env file, there will be two variables for private role iD and private channels category iD. Only the users with t...
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Title: Better error message when missing __init__.py Body: If a dotted path fails to import, we should check if the reason is a missing `__init__.py` file and suggest adding it. Current error: ```pytb Traceback (most recent call last): File "/Users/Edu/miniconda3/envs/ml-testing/lib/python3.9/site-packages/ploom...
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Title: Add Support for Arbitrary Precision Arithmetic with BigFloat Body: **Is your feature request related to a problem? Please describe.** I tried running 'pysr' on a 1,000 row array with 4 integer input variables and one integer output variable - a Goedel Number. From Mathematica: ``` GoedelNumber[l_List] := ...
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Title: Setting current_symbol on a Points layer does not make the next point added use this symbol. Body: ### 🐛 Bug Report The current_symbol parameter is expected to set the symbol for the next point in the layer, this is useful when writing callbacks to modify the appearance of points as they are added. The expec...
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Title: get_all_images from content Body: content.get_all_images should return ``` [{identifier: 'foo', path: 'http://.....jpg', thumb: 'http:///.thumb.jpg'}, ...] ``` to be used in template
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Title: Add Python 3.8 support Body:
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Title: Bug: passing a dict of object to the factory is ignored Body: Hello! When setting a `.build()` override for a dict where the value is a Pydantic model, it seems to be ignored. **pydantic-factories version 1.6.2** Following code repoduces: note that i made a simple dict to show that it doesn't work with cl...
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Title: Add `--console-width` value from CLI option to built-in variable `&{OPTIONS}` Body: I heavily use the built-in keyword [`Log To Console`](https://robotframework.org/robotframework/latest/libraries/BuiltIn.html#Log%20To%20Console) with `no_newline` true and a carriage return (\r) to keep the user informed about ...
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Title: Issue with reults of rma moving average Body: **Describe the bug** ta.rma() should behave exactly like ta.ema() - with the only difference being the weighting factor. Implementation of ta.rma() in pandas_ta calculates the starting value differently than the implementation of ta.ema() specifically, **the first...
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Title: [ENH] Warn about Python 2.7 Body: Some environments default to Python 2.7, which is not expected to work in PyGraphistry, yet may lead to confusing errors. As part of the import, we should do a Python 3 check and issue a warning.
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Title: Replace Stacked Barchart with Group Bar chart with shared axes Body: Currently the stacked bar chart is used when 2 categorical variables and 1 quantitative variable are specified. This works when the aggregate function is sum, but the chart is not very interpretable when another aggregate type is used. **Cu...
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