Robots should be allowed to crawl all websites if they pay a fee, all robots should be allowed on the web with their own robotic identity linked to their owner on chain. Captchas shouldn’t exist if they are cracked with screenshot and pygui

🧵 Python Libraries Cheat Sheet 2026 🐍 Python's ecosystem is insanely massive now. Here are some of the most important libraries every developer should know by domain 👇 1. Data Science & Analysis Pandas → Data manipulation NumPy → Numerical computing SciPy → Scientific computing Polars → High-performance DataFrames Matplotlib / Seaborn / Plotly → Visualization Statsmodels → Statistical modeling 2. Machine Learning & AI Scikit-learn → Classic ML algorithms TensorFlow / PyTorch → Deep Learning XGBoost / LightGBM / CatBoost → Gradient boosting Hugging Face Transformers → NLP & GenAI LangChain / LangGraph → AI agents Optuna → Hyperparameter tuning 3. Web Development Django → Full-stack framework Flask / FastAPI → APIs & backend services Streamlit / Gradio → AI demos & data apps SQLAlchemy → ORM & database access 4. Automation & Scraping Selenium → Browser automation Requests BeautifulSoup → Scraping & parsing Scrapy → Web crawling framework PyAutoGUI → Desktop automation 5. Game & GUI Development Pygame → 2D games Panda3D / Pyglet → Advanced graphics Tkinter → Desktop GUIs Kivy → Mobile/Desktop apps Dear PyGui → Modern GUIs 6. Computer Vision & Imaging OpenCV → Computer vision Pillow → Image manipulation scikit-image → Image analysis 7. Testing & DevOps pytest → Testing Ruff → Linting & formatting Poetry / uv → Dependency management Docker Celery → Deployment & background tasks 8. Utility Libraries Worth Mastering SymPy → Symbolic math NetworkX → Graph algorithms Rich → Beautiful terminal UIs Pydantic → Validation & schemas tqdm → Progress bars Which domain are you focusing on right now? 👇

He's got it too. github.com/AnclaTechs/verse-… And I think the pygui thing they did in the project for controlling easy worship for easier integration is a solid one

実はvtoolは内部でImGuiを使用しているDear PyGuiで作ってるんだよね

I'm doing AI-assisted FPGA development. My new process is what excites me most, but the results are amazing too! Claude: - writes module unit tests in Icarus Verilog and debugs RTL - Wires up module subsystems to build top-level system - Builds a cycle-accurate model of the FPGA device using Verilator (.so) - Builds a Python API for the device - Writes system tests in Python - Runs system tests against the cycle-accurate model and debugs RTL as necessary - Creates Efinix project files (FPGA toolchain) - Synthesizes RTL - Uses timing reports to close timing, modifying RTL as necessary - Uses resource reports to optimize for LUT, DSP, register, and BRAM usage - Loads bitstream to physical hardware - Runs Python system tests against the "hardware-in-the-loop" using memory-mapped IO (via PCIe) - Iteratively debugs As a concrete example, just in the last week and a half I did a first-principles re-implementation of a legacy MCU-based DSP algorithm (≈4000 LoC) in RTL (for an industrial sensor) using the process above. I'm already at nearly 100% test coverage and uncovered several minor bugs that went unnoticed for a decade. Oh, and I "vibe-coded" an oscilloscope tool to visualize the gigabit/sec sensor data coming in over PCIe using Dear PyGui. The end result: reduction in compute hardware cost from $6.10/channel to $0.55 (~11× cheaper), with projected corporate profit increase of $555,000. And it's still January.

せっかくUI作り直すなら、ライブラリーから選定し直そう!! Feltは！→複雑なUI苦手... Dear PyGUIは？→モダンじゃなくね？ NiceGUI..→デスクトップアプリ向けビルド未サポート ほな、PySide6か....

Dear PyGuiウィンドウのタイトルに日本語を使う事に成功🌟30年前の知識がこんなところで役に立つとは思わなかった😁ここ数年、使用開発環境の完全オープンソース移行を着々と進めている中で、今までVC /VC#/VBでやってきたあたりの開発を今後全てPythonに移行しようという検討の一環✨一歩前へ‼🐾

No porteu malestrugança! Res que no es pygui soluciobar en 4 dies!

I'm 13 y/o In the hunger of creating valuable SaaS and freelance I discovered that I know almost know and worked 17 coding languages (js, java, python, go,etc.) and 40 stacks ( React native, electron, Next.js, Nest.js, Pygui, etc.) (That's why I cant memorise history over syntax).

roll anything valuable at all... if you hope items move out of the multi-mil range im just not sure this format will actually help... this format wouldn't have deflated pygui

Dear PyGui uses and exposes “AddRemapChar”, though I’m not sure how many users are using it currently.

از مزیت کون گشادی بگم قرار بود اطلاعات یسری مریض رو از سیستم بیمارستان در بیارم. چون به صورت bulk نمیشه برداشت باید تک تک کدهاشون زده بشه اطلاعات برداشت بشه با pygui پنجره برنامه رو باز گذاشتم و خودکار گذاشتم بره کلیک کنه تایپ کنه و دانلود کنه

Pythonで使えるGUIライブラリ調べてた Dear PyGui面白そう

Well there's always dear pygui which is built on top of dear imgui, it's cool

Como se anticipaba porque siempre sucede, molestando a la gente y haciéndose los chorros o churros. Los malandros seguro se están matando de risa a peē peñemorambo. Yvy hakúrõ jaguáicha pepoi pygui.

Unfortunately, it was 2 people loading these off and not a bunch of different people 😔 but yea, somebody tried to trade a pygui for friend’s stamp recently that’s going for 50 mil…like there’s no way that’s not gonna deflate!!!

最近、Dear PyGuiを少し触ってみました。OSSライセンスもMITなので緩めです。 github.com/hoffstadt/DearPyG… dearpygui.readthedocs.io/en/…

Dear PyGuiのマウスイベント、地味に座標系がややこしかった github.com/hoffstadt/DearPyG…

Dear PyGui: A Fast and Powerful Graphical User Interface Toolkit for Python #python morioh.com/p/87a30489f860?f=…

@starrybeetle THIS NEOPETS PETPET IS YOU (blue pygui)