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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.

• Main Features
• Where to get it
• Dependencies
• Installation from sources
• License
• Documentation
• Background
• Getting Help
• Discussion and Development
• 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 non-floating…

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 as directed acyclic graphs (DAGs) of 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.

Table of contents

• Project Focus
• Principles
• Requirements
• Getting started
• Installing from PyPI
• 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 maintains Apache Airflow?
• What goes into the next release?
• …

Written by @xtekky & maintained by @hlohaus

By using this repository or any code related to it, you agree to the legal notice. The author is not responsible for the usage of this repository nor endorses it, nor is the author responsible for any copies, forks, re-uploads made by other users, or anything else related to GPT4Free. This is the author's only account and repository. To prevent impersonation or irresponsible actions, please comply with the GNU GPL license this Repository uses.

[!Warning] > "gpt4free" serves as a PoC (proof of concept), demonstrating the development of an API package with multi-provider requests, with features like timeouts, load balance and flow control.

[!Note] > ^{Lastet version:
Stats:}

pip install -U g4f

docker pull hlohaus789/g4f

• Added gpt-4o, simply use gpt-4o in chat.completion.create.
• Installation Guide for Windows (.exe): 💻 #installation-guide-for-windows
• Join our Telegram Channel: 📨 telegram.me/g4f_channel
• Join…

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!

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 pip(3) install -U -r…

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 74+ people who have each contributed 100+ commits. With over 1000 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…