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pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive. It aims to be the fundamental high-level building block for doing practical, real world data analysis in Python. Additionally, it has the broader goal of becoming the most powerful and flexible open source data analysis / manipulation tool available in any language. It is already well on its way towards this goal.

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• Contributing to pandas

Here are just a few of the things that pandas does well:

• Easy handling of missing data (represented as NaN, NA, or NaT) in floating point as well as…

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Apache Airflow (or simply Airflow) is a platform to programmatically author, schedule, and monitor workflows.

When workflows are defined as code, they become more maintainable, versionable, testable, and collaborative.

Use Airflow to author workflows (Dags) that orchestrate tasks. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it easy to visualize pipelines running in production, monitor progress, and troubleshoot issues when needed.

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• Project Focus
• Principles
• Requirements
• Getting started
• Installing from PyPI
• Installation
• Official source code
• Convenience packages
• User Interface
• Semantic versioning
• Version Life Cycle
• Support for Python and Kubernetes versions
• Base OS support for reference Airflow images
• Approach to dependencies of Airflow
• Contributing
• Voting Policy
• Who uses Apache Airflow?
• Who…

Created by @xtekky, maintained by @hlohaus

Support the project on GitHub Sponsors ❤️

We live in a time where access to information and technology is increasingly restricted. Large corporations seek to monopolize control over their models, subjecting essential resources to strict terms of service and opaque practices. But we are here to stand against this tide.

We declare:

1. Open Access: Developing software and utilizing AI models is not illegal. It is a basic right that belongs to everyone. The notion that developing or using AI for purposes outside of what large companies dictate constitutes a legal violation is not only incorrect, but it is also an attack on creativity and innovation.

2. Collaboration Over Isolation: Instead of monopolizing a platform through enclosure, we should connect various models together. Only through collaboration can we make the benefits of AI accessible to all and foster diversity and progress.

3. Against…

A stable pluggable Telegram userbot + Voice & Video Call music bot, based on Telethon.

• Heroku
• Okteto
• Local Machine

• Full Tutorial -

• Tutorial to get Redis URL and password - here.

Get the Necessary Variables and then click the button below!

Deploy to Okteto

Get the Necessary Variables and then click the button below!

• Traditional Method
• Easy Method
• Ultroid CLI

• Linux - wget -O locals.py https://git.io/JY9UM && python3 locals.py
• Windows - cd desktop ; wget https://git.io/JY9UM -o locals.py ; python locals.py
• Termux - wget -O install-termux https://tiny.ultroid.tech/termux && bash install-termux

• Get your Necessary Variables
• Clone the repository: git clone https://github.com/TeamUltroid/Ultroid.git
• Go to the cloned folder: cd Ultroid
• Create a virtual env: virtualenv -p /usr/bin/python3 venv . ./venv/bin/activate
• Install the requirements: pip(3) install -U -r re*/st*/optional-requirements.txt…

Zulip is an open-source team collaboration tool with unique topic-based threading that combines the best of email and chat to make remote work productive and delightful. Fortune 500 companies, leading open source projects, and thousands of other organizations use Zulip every day. Zulip is the only modern team chat app that is designed for both live and asynchronous conversations.

Zulip is built by a distributed community of developers from all around the world, with 97+ people who have each contributed 100+ commits. With over 1,500 contributors merging over 500 commits a month, Zulip is the largest and fastest growing open source team chat project.

Come find us on the development community chat!

• Contributing code. Check out our guide for new contributors to get started. We have invested in making Zulip’s code highly readable, thoughtfully tested, and easy to modify. Beyond that, we have…

Freqtrade is a free and open source crypto trading bot written in Python. It is designed to support all major exchanges and be controlled via Telegram or webUI. It contains backtesting, plotting and money management tools as well as strategy optimization by machine learning.

This software is for educational purposes only. Do not risk money which you are afraid to lose. USE THE SOFTWARE AT YOUR OWN RISK. THE AUTHORS AND ALL AFFILIATES ASSUME NO RESPONSIBILITY FOR YOUR TRADING RESULTS.

Always start by running a trading bot in Dry-run and do not engage money before you understand how it works and what profit/loss you should expect.

We strongly recommend you to have coding and Python knowledge. Do not hesitate to read the source code and understand the mechanism of this bot.

Please read the exchange specific notes to learn about eventual, special configurations needed for each…