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⚠️مهم‌ترین کتابخانه‌های پایتون برای علوم داده

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⚠️مهم‌ترین کتابخانه‌های پایتون برای علوم داده

🟡 کتابخانه NumPy : لینک
🔴 کتابخانه pandas : لینک
🟡 کتابخانه Matplotlib : لینک
◻️ کتابخانه seaborn : لینک
🟡 کتابخانه SciPy : لینک
🔴 ابزار NLTK : لینک
🟡 کتابخانه scikit-learn : لینک
◻️ کتابخانه spaCy : لینک
🟡 پکیج statsmodels : لینک
🔴 فریم‌ورک Scrapy : لینک
🟡 کتابخانه TensorFlow : لینک
◻️ کتابخانه Keras : لینک
🟡 کتابخانه Plotly : لینک
🔴 کتابخانه Folium : لینک
🟡 کتابخانه Beautiful Soup : لینک
◻️ کتابخانه NetworkX : لینک
🟡 فریم‌ورک PyTorch : لینک
🔴 کتابخانه Polars : لینک
🟡 کتابخانه scikit-image : لینک
◻️ فریم‌ورک LightGBM : لینک
🟡 کتابخانه PyOD : لینک
🔴 کتابخانه Dask : لینک
🟡 کتابخانه Bokeh : لینک
◻️ کتابخانه AutoViz : لینک

افزایش دانش مالی با پایتون در تلگرام
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For Oleksandra Tsekhanovska, head of the Hybrid Warfare Analytical Group at the Kyiv-based Ukraine Crisis Media Center, the effects are both near- and far-reaching. Telegram has become more interventionist over time, and has steadily increased its efforts to shut down these accounts. But this has also meant that the company has also engaged with lawmakers more generally, although it maintains that it doesn’t do so willingly. For instance, in September 2021, Telegram reportedly blocked a chat bot in support of (Putin critic) Alexei Navalny during Russia’s most recent parliamentary elections. Pavel Durov was quoted at the time saying that the company was obliged to follow a “legitimate” law of the land. He added that as Apple and Google both follow the law, to violate it would give both platforms a reason to boot the messenger from its stores. On Telegram’s website, it says that Pavel Durov “supports Telegram financially and ideologically while Nikolai (Duvov)’s input is technological.” Currently, the Telegram team is based in Dubai, having moved around from Berlin, London and Singapore after departing Russia. Meanwhile, the company which owns Telegram is registered in the British Virgin Islands. Now safely in France with his spouse and three of his children, Kliuchnikov scrolls through Telegram to learn about the devastation happening in his home country. Telegram does offer end-to-end encrypted communications through Secret Chats, but this is not the default setting. Standard conversations use the MTProto method, enabling server-client encryption but with them stored on the server for ease-of-access. This makes using Telegram across multiple devices simple, but also means that the regular Telegram chats you’re having with folks are not as secure as you may believe.
from vn


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