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Canal fuente @python_academy · Post #2213 · 16 oct

Знакомство с библиотекой NumPy в Python Что такое NumPy? NumPy (Numerical Python) - это популярная библиотека для вычислительных операций с многомерными массивами и матрицами, а также для выполнения высокоуровневых математических функций. Она предоставляет эффективные инструменты для работы с большими объемами данных и позволяет выполнять различные операции, такие как суммирование, умножение, индексацию и многое другое, без необходимости явно создавать циклы. Преимущества NumPy: - Производительность: NumPy выполняет операции над массивами быстрее, чем стандартные структуры данных Python. - Удобство: NumPy предоставляет удобные методы для работы с данными, такие как срезы, индексация и броадкастинг. - Интеграция: Библиотека интегрируется легко с другими библиотеками, такими как SciPy, pandas и Matplotlib, что делает ее мощным инструментом для научных вычислений. Пример использования NumPy: import numpy as np # Создаем одномерный массив arr = np.array([1, 2, 3, 4, 5]) # Выполняем операции над массивом arr_squared = arr ** 2 arr_sum = np.sum(arr) print("Исходный массив:", arr) print("Квадраты элементов:", arr_squared) print("Сумма элементов:", arr_sum) NumPy также предоставляет функции для работы с многомерными массивами, линейной алгеброй, случайными числами и многое другое. #python#NumPy#научныевычисления#анализданных

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VPS自留地

@zx_vps · Post #2327 · 20/02/2026, 07:12

白虎面板: 轻量级低资源的定时任务管理系统 • 基于 Go 与 Vue3,Docker 或 Docker‑Compose 一键部署,无需复杂配置 • 内置 Python、Nodejs、Bash 环境,在线终端实时交互,脚本管理更便捷 • 支持标准 Cron 表达式调度,CPU 占用低于 20%,适配低配服务器 https://github.com/engigu/baihu-panel #白虎面板#定时任务#Docker#Go#Vue3#轻量级#低资源#Cron#Python#Nodejs#Linux

GitHub Trends

@githubtrending · Post #15237 · 19/10/2025, 13:00

#python#text_to_speech#tts#voice_clone#zero_shot_tts OpenVoice is a free, open-source tool that lets you clone any voice using just a short audio sample, then generate speech in that voice across many languages and accents[1][5][8]. You can fine-tune how the voice sounds—adjusting emotion, accent, rhythm, pauses, and intonation—to match your needs[1][3][5]. A major benefit is “zero-shot” cloning: you can make the cloned voice speak languages it was never trained on, which is rare in voice AI[1][3][4]. The latest version, OpenVoice V2, offers even better sound quality, supports six major languages natively, and is free for both personal and commercial use[1]. This makes it easy and affordable for anyone to create realistic, customizable voice content without needing technical expertise or expensive software. https://github.com/myshell-ai/OpenVoice

GitHub Trends

@githubtrending · Post #14793 · 05/06/2025, 13:30

#python#agents#ai#ai_agents#llm#llms#mcp#model_context_protocol#python The Model Context Protocol (MCP) is a standard way for AI agents to connect with different tools and data sources, making it much easier to build powerful AI applications without writing custom code for each integration[2][5]. The mcp-agent framework uses MCP to let you quickly create agents that can do things like read files, fetch web pages, or manage emails, and you can combine these agents in flexible ways to handle complex tasks. This means you can focus on what you want your AI to do, while mcp-agent takes care of connecting to the right tools and managing the workflow, saving you time and effort[3][5]. https://github.com/lastmile-ai/mcp-agent

GitHub Trends

@githubtrending · Post #15576 · 20/03/2026, 12:00

#python#agent#finance#llm#multiagent#trading TradingAgents is a free, open-source framework using AI agents like analysts, researchers, traders, and risk managers to mimic real trading firms and make smart stock decisions. Install easily via GitHub, set API keys for models like GPT or Claude, and run CLI or Python code for quick analysis on any ticker. It boosts returns up to 30.5% yearly with low risk and clear explanations. You gain powerful, customizable tools to test and improve trading strategies fast, saving time and spotting better opportunities. https://github.com/TauricResearch/TradingAgents

Data Science Jobs

@datasciencejobs · Post #2181 · 26/06/2024, 15:04

❇️Вакансия: Machine Learning Engineer Middle Формат: удаленно по всему миру Наш часовой пояс: UTC+3 Занятость: проектная Оплата: до 350 000₽ /проект или до 2500₽ /час Subscale AI - специализируемся на разработке и внедрении AI/ML-решений 🔸Необходимые навыки: - RAG (LangChain, LlamaIndex, OpenAI Assistant) - Fine-tuning (TensorFlow, PyTorch, HF Transformers) - Базы данных (MySQL, PostgreSQL, ClickHouse) - API (REST API, FastAPI) - Деплой (AWS, Azure, Google Cloud) 🔸Индивидуальные требования: - Часовой пояс в пределах +-3 часов от UTC+3 - Свободное владение Русским языком - Владение Английским языком 🔸Направления нашей работы: - Внедрение ИИ в Отделы Продаж, Маркетинга, HR и др. - Создание функциональных ИИ-Ассистентов - Обучение ИИ-моделей с помощью RAG и Fine-tuning - Разработка ИИ-продуктов(SaaS) 🔸Мы предлагаем: - Интересные проекты с возможностью творческой реализации - Возможность принять участие в выводе продуктов и сервисов на международный рынок - Карьерный рост до Team Lead - Отсутствие привязки к месту и возможность оплаты труда в любую точку мира - Свобода мысли и принятия решений при реализации проектов 🔸Кого мы хотим видеть: - амбициозных, инициативных и талантливых разработчиков, желающих достигать новых высот в сфере AI и ML, которые легко вольются в нашу молодую команду 💬Сразу отправляйте резюме/CV: @subscale_ai #вакансия#vacancy#удаленка#remote#мидл#middle#ai#ии#ml#мл#llm#nlp#langchain#datascientist#mlengineer#python

GitHub Trends

@githubtrending · Post #15290 · 11/11/2025, 14:30

#python#hacktoberfest#hacktoberfest_accepted#hacktoberfest2021#pywhatkit PyWhatKit is a simple Python library that helps automate everyday tasks like sending WhatsApp messages, sharing images, playing YouTube videos, converting text to handwriting, and more. It works right away with no extra setup and supports the latest Python versions. With PyWhatKit, you can schedule messages, control your PC remotely, and even turn images into ASCII art. This saves time and makes it easy to handle routine jobs, making your daily workflow faster and more efficient. https://github.com/Ankit404butfound/PyWhatKit

GitHub Trends

@githubtrending · Post #15278 · 07/11/2025, 14:00

#python#agents#artificial_intelligence#cybersecurity#generative_ai#llm#penetration_testing Strix is a free, open-source tool that uses AI agents to automatically find and fix security problems in your apps by acting like real hackers—running your code, hunting for vulnerabilities, and proving they’re real by actually exploiting them, not just guessing[1][2]. It works fast, gives clear reports, and can even suggest fixes or create pull requests to help you secure your code quickly. You can run it on your own computer, in your development pipeline, or use a cloud version for easier setup. The main benefit is that you get thorough, real-world security testing without the slow pace and high cost of manual checks, helping you catch and fix issues before they become serious problems. https://github.com/usestrix/strix

djangoproject

@djangoproject · Post #430 · 02/09/2017, 03:23

https://docs.python.org/3/library/subprocess.html The #subprocess module allows you to spawn new #processes, connect to their input/output/error pipes, and obtain their return codes. This module intends to replace several older #modules and #functions. #python

djangoproject

@djangoproject · Post #539 · 28/12/2017, 12:20

Dash, announced this year, is an open source library for building web applications, especially those that make good use of #data visualization, in pure Python. It is built on top of #Flask, #Plotly.js and #React, and provides abstractions that free you from having to learn those frameworks and let you become productive quickly. #Dash is a #Python framework for building analytical web applications. No JavaScript required. https://plot.ly/products/dash/

GitHub Trends

@githubtrending · Post #15099 · 27/08/2025, 12:00

#python#audiobooks#epub#kokoro#python#tts You can easily turn e-books in .epub format into high-quality audiobooks using Audiblez, a free tool that uses Kokoro's natural-sounding text-to-speech voices in many languages. It works on Windows, Mac, and Linux, with options for command line or a simple graphical interface. You can choose different voices, adjust reading speed, and even pick specific chapters to convert. Using a GPU speeds up the process significantly. The final audiobook is saved as an .m4b file, playable on most audiobook apps. This saves you time and money compared to hiring narrators and lets you listen to books hands-free anywhere. https://github.com/santinic/audiblez

GitHub Trends

@githubtrending · Post #15513 · 20/02/2026, 14:30

#python#agents#claude#cursor#databricks#vibecoding The Databricks AI Dev Kit enhances AI-driven development by providing your coding assistant (Claude Code, Cursor, etc.) with trusted Databricks knowledge and best practices. It includes a Python library, MCP server with 50+ tools, markdown skills teaching Databricks patterns, and a web-based builder app. You can build Spark pipelines, jobs, dashboards, knowledge assistants, and deploy ML models faster and smarter. The benefit is that your AI coding assistant gains direct access to Databricks functionality and patterns, enabling you to develop data and AI applications more efficiently with built-in governance and best practices. https://github.com/databricks-solutions/ai-dev-kit

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