Remove the Editor Plugins and IDEs section — modern editors handle Python
via LSP natively, making a curated list of editor plugins less useful.
Consolidate the standalone RPC Servers section into a subsection under
Web Servers to reflect that grpcio and rpyc are network server libraries,
not a separate category.
Co-Authored-By: Claude <noreply@anthropic.com>
Expand the Email section description to mention mail server management.
Replace the unmaintained pymssql entry with the official Microsoft
mssql-python driver, which is actively maintained and built on ODBC.
Co-Authored-By: Claude <noreply@anthropic.com>
Update GitHub URLs for projects that have moved to new organizations or
official accounts: jax, keras, lightgbm, gensim, fastapi, uvicorn,
authlib, django-oauth-toolkit, flask-admin, cassandra-driver, akshare,
altair, bqplot, pymc, python-cqrs, ptpython, prospector, isort,
schemathesis, django-debug-toolbar, awesome-sphinxdoc, YouCompleteMe,
SpiffWorkflow, rpyc, typer, dearpygui, ftfy, textdistance, pendulum,
poetry, websockets. Also updates keras description to reflect multi-backend
support and pymc description to match current project scope. Removes PTVS
(archived) entry.
Co-Authored-By: Claude <noreply@anthropic.com>
Remove entries that are unmaintained, low-quality, or superseded:
werkzeug (WSGI server section), feincms, ultrajson, schema, voluptuous,
bpython, splinter, s3cmd, kafka-python, streamparse, zerorpc,
bashplotlib, quads, dejavu, kapre, pyAudioAnalysis, harfang3d,
configobj.
Add awscli to Cloud Providers as a widely-used modern alternative.
Co-Authored-By: Claude <noreply@anthropic.com>
Remove eve, cornice, python-jose, python-readability, yapf, py2app, and
py2exe as unmaintained or superseded. Replace youtube-dl with yt-dlp,
its actively maintained fork.
Co-Authored-By: Claude <noreply@anthropic.com>
- Web APIs: add django-ninja and apiflask, remove django-tastypie, flask-restful, and sandman2
- Web Scraping: remove grab and newspaper (unmaintained)
- Data Validation: remove colander and schematics (low activity)
- Testing: remove nose2 (superseded by pytest)
- Profiler: replace vprof with scalene (actively maintained, more capable)
- Package Management: remove mamba (redundant with conda)
Co-Authored-By: Claude <noreply@anthropic.com>
Remove makesite, pysimdjson, python-rapidjson, python-ds, buildout,
Levenshtein, and arrow as standalone entries due to low quality or
maintenance concerns. Fold cytoolz reference into the toolz entry to
reduce duplication while preserving discoverability.
Co-Authored-By: Claude <noreply@anthropic.com>
Drops entries that are abandoned, redundant, or no longer meet quality bar:
- NLP: pattern (unmaintained since 2018)
- Computer Vision: tesserocr (superseded by pytesseract)
- Recommender Systems: spotlight (archived, no longer maintained)
- API: flask-api (deprecated in favour of flask-restful), hug (archived)
- Caching: beaker (unmaintained, WSGI-era legacy)
- File Formats: textract (unmaintained, fragile system deps)
Co-Authored-By: Claude <noreply@anthropic.com>
- Web Scraping: split into Frameworks and Content Extraction subcategories
- DevOps: rename SSH-style Deployment to Deployment (absorbs Serverless),
merge Process Management into Monitoring as Monitoring and Processes,
collapse Backup/Chaos Engineering/Git Hooks into Other
- Fold standalone Processes section into DevOps > Monitoring and Processes
- Merge Audio Processing and Video Processing into Audio & Video Processing
- Remove Processes from ToC; update Audio/Video ToC entry
Co-Authored-By: Claude <noreply@anthropic.com>
- Merge URL Manipulation (single entry) into HTTP Clients
- Move python-slugify into General Text Processing, removing the one-entry Slugify subcategory
- Consolidate YAML, TOML, and CSV subcategories into a single Data Formats group
- Split Data Analysis into General and Financial Data subcategories to improve discoverability
Co-Authored-By: Claude <noreply@anthropic.com>
Removes 14 entries from Asset Management, Web Content Extracting, URL
Parsing, Search, Testing, Task Queues, Subprocesses, Network
Virtualization, Text / Slugify, HTML & XML, File Format Processing,
Audio, and Video sections.
Co-Authored-By: Claude <noreply@anthropic.com>
Update the 'Also see' link from the old absolute GitHub URL pointing
to #restful-api to the current relative anchor #web-apis, matching
the section rename in a previous refactor.
Co-Authored-By: Claude <noreply@anthropic.com>
Restructures the top-level ToC groups for better logical cohesion:
- Split 'Web & API' into 'Web' (frameworks, servers, CMS) and
'HTTP & Scraping' (clients, scraping, URL, email)
- Move 'Database & Storage' earlier in the ToC, before 'Data & Science'
- Merge 'Web Content Extraction' and 'Web Crawling' into a single
'Web Scraping' section
- Rename 'Content & Media' to 'Text & Documents' and 'Media' (split)
- Rename 'System & Runtime' to 'Python Language' and 'Python Toolchain'
- Rename 'Security & Auth' to 'Security'; move Authentication to Web group
- Rename 'Development Tools' to 'Developer Tools', 'DevOps & Infrastructure' to 'DevOps'
- Reorder sections within groups to reflect learning progression
(e.g., Deep Learning before Machine Learning in AI & ML)
- Move Hardware and Microsoft Windows to Miscellaneous group
- Add s3cmd to DevOps and youtube-dl to Command-line Tools
- Update CONTRIBUTING.md example group names to match new labels
Co-Authored-By: Claude <noreply@anthropic.com>
The website builder previously relied on a hardcoded SECTION_GROUPS list in
build.py to organize categories into thematic groups. This was fragile: any
rename or addition to README.md required a matching code change.
Replace this with a parser-driven approach:
- readme_parser.py now detects bold-only paragraphs (**Group Name**) as
group boundary markers and groups H2 categories beneath them into
ParsedGroup structs.
- build.py drops SECTION_GROUPS entirely; group_categories() now just
passes parsed groups through and appends the Resources group.
- sort.py is removed as it relied on the old flat section model.
- Tests updated throughout to reflect the new (groups, resources) return
shape and to cover the new grouping logic.
Co-Authored-By: Claude <noreply@anthropic.com>
Group the Table of Contents entries under bold section headers (AI & ML,
Web & API, Data & Science, etc.) so the README is easier to navigate at
a glance. Update CONTRIBUTING.md to reflect that new sections should be
placed under the appropriate thematic group instead of in a flat list.
Co-Authored-By: Claude <noreply@anthropic.com>
Group flat lists into labeled subcategories to improve scannability and navigation.
Also remove entries that don't meet curation standards and fix the toga repo URL.
Co-Authored-By: Claude <noreply@anthropic.com>
- Remove subcategory groupings (General, Financial Data, Mail Servers, etc.) in favor of flat alphabetical lists
- Rename sections to plural forms: Downloader -> Downloaders, Job Scheduler -> Job Schedulers, Static Site Generator -> Static Site Generators, Template Engine -> Template Engines, Web Content Extracting -> Web Content Extraction
- Rename Specific Formats Processing -> File Format Processing
- Move financial data libraries (akshare, edgartools, openbb, yfinance) from Downloaders to Data Analysis
- Fix TOC ordering: Database/Database Drivers, Web APIs, Web Servers entries moved to alphabetical positions
Co-Authored-By: Claude <noreply@anthropic.com>
- Merge ASGI Servers and WSGI Servers into a single Web Servers section
- Merge RESTful API and GraphQL into Web APIs section
- Move Permissions entries under Authentication as a subsection
- Move Refactoring entries under Code Analysis as a subsection
- Move Serverless Frameworks entries under DevOps as a subsection
- Move Shell (xonsh) under CLI Tools
- Move Internationalization (babel) under Text Processing
- Move Robotics (PythonRobotics) under Science
- Remove standalone Internationalization, Permissions, Refactoring, Serverless Frameworks, Shell, Robotics, and GraphQL sections
- Fix capitalization in TOC entries (Penetration Testing, Framework Agnostic)
Co-Authored-By: Claude <noreply@anthropic.com>
Entries appearing in more than one category were previously emitted as
separate rows. They are now deduplicated in build.py by URL, collecting
all category and group names into lists.
The template encodes those lists as pipe-delimited data attributes
(data-cats, data-groups) and renders a tag button per category.
The JS filter is updated to split on '||' and check for membership,
so clicking any category tag correctly shows the merged row.
Co-Authored-By: Claude <noreply@anthropic.com>
Add active-state press feedback (scale transform) to buttons, filter clear,
and tags. Add moz-osx-font-smoothing for consistent antialiasing on Firefox/Mac.
Apply text-wrap: balance to headings and text-wrap: pretty to body text and
expanded row descriptions. Add text-underline-offset to links and highlight
active table rows with bg-hover.
Co-Authored-By: Claude <noreply@anthropic.com>
- Relocate group tag from expand row to category column so it appears inline beside the category tag
- Add margin between stacked tags with .col-cat .tag + .tag spacing rule
- Remove fixed width from .col-cat; narrow .col-name from 35% to 30% to give category column room
- Hide .tag-group on screens ≤900px and widen .col-name to 50% to reclaim space
Co-Authored-By: Claude <noreply@anthropic.com>
Rename 'Python' to 'Python for VSCode' in the Editor Plugins section
to disambiguate the extension from the Python language itself.
Co-Authored-By: Claude <noreply@anthropic.com>
Switch table-layout back to auto on mobile to let columns size naturally,
add uniform cell padding overrides, shrink num/arrow columns further,
pin stars column width, reduce edge padding, and left-align the number
column to avoid awkward right-aligned single digits.
Co-Authored-By: Claude <noreply@anthropic.com>
AI & ML: AI and Agents, Machine Learning, Deep Learning, Computer Vision,
Natural Language Processing, Recommender Systems, Robotics.
Data & Science: Data Analysis, Data Validation, Data Visualization,
Geolocation, Science, Quantum Computing.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Remove the Specialized catchall group. Redistribute its categories:
- Web & API: Admin Panels, CMS, Email, Static Site Generator, URL Manipulation
- AI & Data: Geolocation, Robotics
- Content & Media: Game Development, Internationalization
- System & Runtime: Date and Time, Hardware, Microsoft Windows
- Development Tools: Algorithms and Design Patterns
Only Miscellaneous remains ungrouped (falls into Other).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
New category for LLM integrations, agent frameworks, and AI applications.
Move agno, instructor, langchain, llama_index, praisonai, pydantic-ai,
ragflow from Machine Learning. Add autoresearch (karpathy).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Prefer PyPI package name as display name so developers can copy it
directly to pip install. Fall back to GitHub repo name if not on PyPI.
Also update examples to use lowercase PyPI names.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
