[pull] master from vinta:master - #200
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funasr: dropped stale 170x realtime and 50+ languages claims easyocr: language count was stale at 40+, verified 80+ apiflask: said Marshmallow-only, missing its Pydantic support urllib3: "A HTTP" grammar and awkward phrasing django.db.models: linked to /en/dev/ instead of /en/stable/ pymysql: grammar slip "compatible to mysql-python", a phrase upstream dropped zvec: unsourced "SQLite of vector databases" superlative elasticsearch: linked to a redirected elastic.co/products/elasticsearch URL matplotlib: called "2D" only, ignoring its animated/interactive support geodjango: linked to /en/dev/ instead of /en/stable/ scipy: retired "ecosystem" tagline mypy: "compile time" is wrong, Python has no compile-time type checking tox: missing trailing period schemathesis: described as OpenAPI/Swagger only, misses GraphQL schema support polyfactory: grammar slip "support to classes" mimesis: grammar slip "is a Python library that help you" pdoc: outdated "Epydoc replacement" framing pyinfra: grammar slip "A versatile CLI tools and python libraries" typer: wrongly claimed to be built on Pydantic copier: "projects templates" grammar slip pygobject: said GTK+3 only, it now supports GTK 4 dearpygui: grammar slip and missing period PySide6: claimed to be "same as PyQt6", it's not fully API-compatible markupsafe: grammar slip in description python-docx: outdated "Word 2007/2008" framing mistune: grammar slip "Fastest and full featured pure Python parsers" pillow: PIL link 404s wand: MagickWand link went through two redirects to a stub page vidgear: unverifiable "Most Powerful" superlative tinytag: format list stale, missing supported formats panda3d: said "developed by Disney", no longer Disney-only micropython: vague description, missing microcontroller target dateparser: language count was vague "dozens", verified 200+ locales warehouse: outdated "Next generation" tagline Nuitka: wrongly claimed to support all Python versions cx-Freeze: grammar slip "It is a Python tool that converts" dynaconf: wrongly claimed a FastAPI plugin pip-audit: wrong database name uv-audit: wrongly claimed malware scanning pyenv-win: wrongly credited pyenv instead of rbenv-win as its fork origin Co-Authored-By: Claude <noreply@anthropic.com>
The intro named Ultralytics' license with its version, AGPL-3.0, against the rule that intros name a license by family only. Co-Authored-By: Claude <noreply@anthropic.com>
The rembg paragraph linked the same GitHub URL twice; the model-license link now points at the README's models section, where that claim is stated. Co-Authored-By: Claude <noreply@anthropic.com>
ruff format --check flagged this file for the multi-line f-string concatenation. Co-Authored-By: Claude <noreply@anthropic.com>
Category pages' JSON-LD ItemList listed entries in download order while the table renders them in README (editorial) order, so structured-data positions didn't match the visible rows. Co-Authored-By: Claude <noreply@anthropic.com>
applyFilters walked the static load-order NodeList, so after sorting by a column header, row numbers kept each row's original load-order position instead of counting 1..n down the sorted table. Co-Authored-By: Claude <noreply@anthropic.com>
Homepage description rows carried aria-hidden="true" on top of hidden, unlike category pages (fixed in 528f9ed); the hidden attribute alone already keeps them from assistive tech while hidden. Co-Authored-By: Claude <noreply@anthropic.com>
langchain used an old composability tagline; transformers named only NLP/vision/audio though it now covers text, vision, audio, video, and multimodal; pgmpy left out its causal reasoning scope; uvicorn listed uvloop/httptools though both are optional extras; django-oauth-toolkit's "goodies" undersold an OAuth 2.0 authorization server; django-unfold used marketing copy instead of a description; pyparsing didn't match its repo's PEG parser description; pdfminer.six didn't say what it does; pyyaml's "implementations" was vague; whenever didn't reflect its Rust-or-pure-Python support; itsdangerous used an outdated upstream tagline; winpython's "Windows 10/11" will go stale; mssql-python's "low memory usage" claim has no upstream source; diskcache repeated the project's own speed benchmark instead of describing it; hishel left out its server-side support; jupyter used IPython's tagline instead of its own; ray used an old tagline; wxPython's sentence was garbled; kivy referenced outdated "NUI" and "Mac OS X" terms. Co-Authored-By: Claude <noreply@anthropic.com>
Computer Vision's description said nothing; Template Engines claimed lexing; Email claimed parsing and mail server management though yagmail only sends; Build Tools said "compile software" though Invoke and doit are task runners; File Format Processing said "text formats" though it covers ELF, xlsx, docx, and PDF; Package Repositories left out mirrors like bandersnatch. These descriptions show on the category pages. Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
This lead followed the same appositive frame as the other category intro leads ("X, a/the Python Y library ..."), so it read as one template with the category swapped in; it now has its own sentence frame, keeping the same picks and facts.
Co-Authored-By: Claude <noreply@anthropic.com>
18 entry descriptions overstated, understated, or misattributed their projects, checked against upstream on 2026-09-27 and approved row by row. - django: "most popular" contradicted by the 2024 JetBrains/PSF survey, where FastAPI leads overall; now uses Django's own tagline. - joblib: described as pipelining; its docs say parallel computing and disk caching. - huey: called only "multi-threaded"; it also supports multi-process and greenlet workers. - numba: updated to its current NumPy-aware wording. - pytesseract: credited Google as Tesseract's developer, which ended in 2017. - pennylane: description was narrower than its quantum computing/QML/chemistry scope. - channels: didn't mention WebSocket support. - justhtml: left out that it sanitizes untrusted HTML by default. - akshare: left out its academic-research-only data terms. - timesfm: left out its non-commercial default weights. - pyvips: used libvips's own tagline instead of describing it as a binding. - ultralytics: dropped an unverifiable SOTA claim and added its tracking capability. - pandera: listed only 3 of its supported dataframe backends. - sentry-skills: claimed a Python focus and debugging scope; it's the Sentry team's own skill set. - trailofbits-skills: claimed to be Python-friendly, but only 2 of 85 skills are Python-specific. - mysqlclient: fork link pointed to SourceForge mysql-python instead of MySQLdb1, and it now notes MariaDB support. - charset-normalizer: called "the default" of requests, which prefers chardet when installed. - pynacl: described as binding NaCl directly; it binds libsodium, a NaCl fork. Co-Authored-By: Claude <noreply@anthropic.com>
awesome-pyramid last pushed 2021-07-08 and awesome-fasthtml 2024-09-08, both stale (checked via GitHub API 2026-09-27). Co-Authored-By: Claude <noreply@anthropic.com>
Inline code in category intros and guides inherited the body font with no background, so identifiers like INSTALLED_APPS read as ordinary words. Co-Authored-By: Claude <noreply@anthropic.com>
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