rk (@rk@mastodon.well.com)
“This environment is externally managed” is this generation’s “the full manual is available as a Texinfo manual, type info command …”
#python #programming #shitpost
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davep (@davep@fosstodon.org)
Hike v1.3.0 is now available. Hike is a little #markdown browser for the #terminal, written in #Python
The main change in this release is to take some small advantage of a trend amongst the #LLM, #AI and #Agent fans...
https://blog.davep.org/2026/03/03/hike-1-3-0.html
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pawamoy (@pawamoy@fosstodon.org)
Anybody knows who submitted the "From Script to PyPI: Automating the Python Package Lifecycle" talk to EuroPython 2026? I'm curious to know if they'll mention my Griffe package regarding "breaking changes" 🙂
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pawamoy (@pawamoy@fosstodon.org)
Anybody knows who submitted the "How to llms.txt on Python projects" to EuroPython 2026? I'm curious to know if they'll mention my mkdocs-llmstxt plugin 🙂
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nrennie (@nrennie@fosstodon.org)
A simple stacked bar chart for #TidyTuesday this week, looking at disparities in the number of male and female tortoises 🐢
Made with Plotnine in #Python 📊
Code: https://github.com/nrennie/tidytuesday/tree/main/2026/2026-03-03
#DataViz #PydyTuesday #Plotnine
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kevinthomas (@kevinthomas@defcon.social)
We are drowning in synthetic media. Between Midjourney and advanced Photoshopping, visual "reality" is under attack.
Just as I reverse engineer binaries to hunt for vulnerabilities, I needed a tool to reverse engineer image files and expose the manipulation buried in their hex logic.
Most people look at the pixels. I look at the metadata, the compression artifacts, and the entropy.
That is why I built PixelProof—a forensic-grade image analysis toolkit written in pure Python.
The Engineering: It doesn't rely on black-box AI to detect AI; it relies on math. PixelProof runs an 11-pass deep analysis from the command line:
Error Level Analysis (ELA): Highlights regions that compress differently from the rest of the image (the mathematical smoking gun for compositing).
Metadata Interrogation: Scans for Adobe 8BIM resource blocks and scrubbed camera hardware info.
Noise Consistency: Detects varying noise levels across regions (a hallmark of stitched images).
Steganography Detection: Uses Chi-square, SPA, RS, and bit-plane entropy to detect hidden payloads in the least significant bits.
In one command, the engine spits out an ELA visualization, a JSON artifact manifest, and a full PDF forensic report with a calculated Tamper Probability.
Stop trusting your eyes. Start trusting the math.
https://mytechnotalent.substack.com/p/reverse-engineering-the-deepfake?r=yqxdv
#AI #Deepfake #Forensics #Cybersecurity #Python #MachineLearning #Engineering #OpenSource
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Reuven (@Reuven@fosstodon.org)
How many NaNs in a #Python #Pandas data frame?
1. Use isna, returning a data frame of booleans
2. Use sum, returning the number of NaNs in each column
3. Use sum again, adding those numbers
df.isna().sum().sum()
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hugovk (@hugovk@mastodon.social)
If you're using Python 3.10-3.12 and you upgrade to these security releases:
https://discuss.python.org/t/python-3-12-13-3-11-15-and-3-10-20-are-now-available/106363/1
Then I'll tell you about Guido van Rossum's new oral histories series, starting with @Yhg1s:
https://gvanrossum.github.io/interviews/Thomas.html
#Python #Python310 #Python311 #Python312 #security
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habr (@habr@zhub.link)
Швейцарский ножик для распознавания речи
ASR-системы в проде - это тяжёлые, специализированные решения под конкретные сценарии. Но что делать, если нужен универсальный инструмент, который умеет распознать длинное аудио, диаризовать спикеров, обработать пачку файлов и при этом не требует целого GPU кластера? В этой серии статей я разбираю, как собрать «швейцарский ножик» для распознавания речи на базе Whisper: выбрать модель, победить галлюцинации, стабилизировать обработку длинных аудио и выжать максимум из обычной видеокарты. Первая часть - про выбор ASR, оптимизацию инференса и практические грабли, с которыми сталкиваешься, когда пытаешься превратить open-source модель в рабочий инструмент.
https://habr.com/ru/articles/1006060/
#ASR #распознавание_речи #Whisper #нейросети #машинное_обучение #транскрибация #диаризация #Python #ai
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jobsfordevelopers (@jobsfordevelopers@mastodon.world)
Braze is hiring Forward-Deployed Data Scientist, AI Deployment
🔧 #python #cicd #gcp #kubernetes #sql #terraform
🌎 Sao Paulo, Brazil
⏰ Full-time
🏢 Braze
Job details https://jobsfordevelopers.com/jobs/forward-deployed-data-scientist-ai-deployment-at-braze-com-nov-24-2025-d1cffe?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring
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habr (@habr@zhub.link)
Эксперимент по поиску brain wallets: проверяем топ популярных паролей на живых Bitcoin-кошельках
Данный эксперимент проделан исключительно в формате развлечения выходного дня. Всё, что вы здесь увидите — результат чистого любопытства и желания покопаться в больших данных. Никакие приватные ключи не публикуются, только публичная информация об адресах.
https://habr.com/ru/articles/1006118/
#bitcoin #brain_wallet #rockyou #криптовалюта #безопасность #big_data #python #GPU #RTX_4090 #Yandex_Cloud
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PythonPeak (@PythonPeak@mastodon.social)
Python vs PHP Receipt Replay Vault: Double-Charge Shield
Repeat receipts get blocked before refunds explode.
#python #php #viralcoding #codecomparison #idempotency #retries #payments #backendsafety #doublecharges #refundstorms #fintech
https://www.youtube.com/watch?v=r99Kgiyc8ZA
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