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ds-cheatsheets

List of Data Science Cheatsheets to rule the world

最終更新日:503日前
12.6k

SelfhostedPro/Yacht
506日前3.0k

A web interface for managing docker containers with an emphasis on templating to provide 1 click deployments. Think of it like a decentralized app store for servers that anyone can make packages for.

tiangolo/fastapi
503日前68.3k

FastAPI framework, high performance, easy to learn, fast to code, ready for production

httpie/cli
503日前31.1k

🥧 HTTPie CLI — modern, user-friendly command-line HTTP client for the API era. JSON support, colors, sessions, downloads, plugins & more.

encode/django-rest-framework
503日前27.1k

Web APIs for Django. 🎸

nteract/hydrogen
506日前3.9k

:atom: Run code interactively, inspect data, and plot. All the power of Jupyter kernels, inside your favorite text editor.

NaiboWang/CommandlineConfig
508日前2.0k

A library for users to write (experiment in research) configurations in Python Dict or JSON format, read and write parameter value via dot . in code, while can read parameters from the command line to modify values. 一个供用户以Python Dict或JSON格式编写(科研中实验)配置的库,在代码中用点.读写属性,同时可以从命令行中读取参数配置并修改参数值。

kurtmckee/feedparser
504日前1.8k

Parse feeds in Python

localstack/localstack
503日前51.3k

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

donnemartin/data-science-ipython-notebooks
503日前26.1k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

caprover/caprover
503日前11.8k

Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids

prowler-cloud/prowler
503日前9.2k

Prowler is an Open Source Security tool for AWS, Azure, GCP and Kubernetes to do security assessments, audits, incident response, compliance, continuous monitoring, hardening and forensics readiness. Includes CIS, NIST 800, NIST CSF, CISA, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, Well-Architected Security, ENS and more

HelloZeroNet/ZeroNet
503日前18.2k

ZeroNet - Decentralized websites using Bitcoin crypto and BitTorrent network

dvf/blockchain
503日前7.6k

A simple Blockchain in Python

lbryio/lbry-sdk
503日前7.2k

The LBRY SDK for building decentralized, censorship resistant, monetized, digital content apps.

python-telegram-bot/python-telegram-bot
503日前24.2k

We have made you a wrapper you can't refuse

InstaPy/InstaPy
503日前16.1k

📷 Instagram Bot - Tool for automated Instagram interactions

Rapptz/discord.py
503日前14.0k

An API wrapper for Discord written in Python.

gunthercox/ChatterBot
503日前13.8k

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

sfyc23/EverydayWechat
503日前9.8k

微信助手:1.每日定时给好友(女友)发送定制消息。2.机器人自动回复好友。3.群助手功能(例如:查询垃圾分类、天气、日历、电影实时票房、快递物流、PM2.5等)

microsoft/botframework-sdk
503日前7.3k

Bot Framework provides the most comprehensive experience for building conversation applications.

serhii-londar/open-source-mac-os-apps
503日前38.7k

🚀 Awesome list of open source applications for macOS. https://t.me/s/opensourcemacosapps

kovidgoyal/kitty
503日前21.2k

Cross-platform, fast, feature-rich, GPU based terminal

sherlock-project/sherlock
503日前46.8k

🔎 Hunt down social media accounts by username across social networks

google/python-fire
503日前26.0k

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

deeplearning4j/deeplearning4j
503日前13.3k

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

lk-geimfari/awesomo
504日前9.2k

Cool open source projects. Choose your project and get involved in Open Source development now.

trekhleb/state-of-the-art-shitcode
503日前5.2k

💩State-of-the-art shitcode principles your project should follow to call it a proper shitcode

reviewboard/reviewboard
521日前1.5k

An extensible and friendly code review tool for projects and companies of all sizes.

bit4woo/python_sec
507日前1.3k

python安全和代码审计相关资料收集 resource collection of python security and code review

buildbot/buildbot
503日前5.1k

Python-based continuous integration testing framework; your pull requests are more than welcome!

azl397985856/leetcode
503日前53.3k

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

youngyangyang04/leetcode-master
503日前45.2k

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

sammchardy/python-binance
503日前5.6k

Binance Exchange API python implementation for automated trading

antlr/antlr4
503日前16.1k

ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.

krahets/hello-algo
503日前62.3k

《Hello 算法》:动画图解、一键运行的数据结构与算法教程,支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing

streamlit/streamlit
503日前30.2k

Streamlit — A faster way to build and share data apps.

gradio-app/gradio
503日前26.3k

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

matplotlib/matplotlib
503日前18.9k

matplotlib: plotting with Python

ml-tooling/best-of-ml-python
503日前15.1k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

sqlmapproject/sqlmap
503日前29.9k

Automatic SQL injection and database takeover tool

tensorflow/tensorflow
503日前180.7k

An Open Source Machine Learning Framework for Everyone

pytorch/pytorch
503日前75.4k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

d2l-ai/d2l-zh
503日前53.9k

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

CorentinJ/Real-Time-Voice-Cloning
503日前50.0k

Clone a voice in 5 seconds to generate arbitrary speech in real-time

GokuMohandas/Made-With-ML
503日前35.1k

Learn how to design, develop, deploy and iterate on production-grade ML applications.

ray-project/ray
503日前29.9k

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

StackStorm/st2
503日前5.8k

StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html

django/django
503日前75.6k

The Web framework for perfectionists with deadlines.

jumpserver/jumpserver
503日前23.1k

JumpServer 是广受欢迎的开源堡垒机,是符合 4A 规范的专业运维安全审计系统。

makeplane/plane
503日前22.6k

🔥 🔥 🔥 Open Source JIRA, Linear and Asana Alternative. Plane helps you track your issues, epics, and product roadmaps in the simplest way possible.

wagtail/wagtail
503日前16.8k

A Django content management system focused on flexibility and user experience

netbox-community/netbox
503日前14.5k

The premier source of truth powering network automation. Open source under Apache 2. Public demo: https://demo.netbox.dev

ansible/awx
503日前13.2k

AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

cookiecutter/cookiecutter-django
503日前11.3k

Cookiecutter Django is a framework for jumpstarting production-ready Django projects quickly.

django-cms/django-cms
503日前9.7k

The easy-to-use and developer-friendly enterprise CMS powered by Django

pennersr/django-allauth
503日前8.7k

Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.

LibrePhotos/librephotos
503日前6.4k

A self-hosted open source photo management service. This is the repository of the backend.

liangliangyy/DjangoBlog
503日前6.1k

🍺基于Django的博客系统

joerick/pyinstrument
503日前6.0k

🚴 Call stack profiler for Python. Shows you why your code is slow!

mkdocs/mkdocs
503日前17.9k

Project documentation with Markdown.

SeleniumHQ/selenium
503日前28.8k

A browser automation framework and ecosystem.

dependabot/dependabot-core
503日前3.8k

🤖 Dependabot's core logic for creating update PR's.

extism/extism
503日前3.5k

The framework for building with WebAssembly (wasm). Easily load wasm modules, move data, call functions, and build extensible apps.

getActivity/EmojiPackage
505日前2.6k

表情包资源合集,张张都是经典

ArchiveBox/ArchiveBox
503日前19.0k

🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...

pallets/flask
503日前65.8k

The Python micro framework for building web applications.

Asabeneh/30-Days-Of-Python
503日前29.1k

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

benbusby/whoogle-search
503日前8.5k

A self-hosted, ad-free, privacy-respecting metasearch engine

miguelgrinberg/flasky
504日前8.4k

Companion code to my O'Reilly book "Flask Web Development", second edition.

jofpin/trape
504日前7.8k

People tracker on the Internet: OSINT analysis and research tool by Jose Pino

pyeve/eve
503日前6.7k

REST API framework designed for human beings

joeyespo/grip
503日前6.3k

Preview GitHub README.md files locally before committing them.

miguelgrinberg/Flask-SocketIO
504日前5.2k

Socket.IO integration for Flask applications.

cookiecutter-flask/cookiecutter-flask
503日前4.5k

A flask template with Bootstrap, asset bundling+minification with webpack, starter templates, and registration/authentication. For use with cookiecutter.

dpgaspar/Flask-AppBuilder
503日前4.5k

Simple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/

schenkd/nginx-ui
506日前4.4k

Nginx UI allows you to access and modify the nginx configurations files without cli.

ryanoasis/nerd-fonts
503日前49.8k

Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more

scrapy/scrapy
503日前50.1k

Scrapy, a fast high-level web crawling & scraping framework for Python.

GitHubDaily/GitHubDaily
503日前26.7k

坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.

mouredev/Hello-Python
503日前19.7k

Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 75 clases, 37 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...

SFTtech/openage
503日前12.3k

Free (as in freedom) open source clone of the Age of Empires II engine :rocket:

donnemartin/gitsome
503日前7.5k

A supercharged Git/GitHub command line interface (CLI). An official integration for GitHub and GitHub Enterprise: https://github.com/works-with/category/desktop-tools

PyGithub/PyGithub
503日前6.5k

Typed interactions with the GitHub API v3

google/yapf
504日前13.6k

A formatter for Python files

nisrulz/android-tips-tricks
504日前4.7k

:ballot_box_with_check: [Cheatsheet] Tips and tricks for Android Development

home-assistant/core
502日前67.4k

:house_with_garden: Open source home automation that puts local control and privacy first.

ansible/ansible
502日前60.4k

Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.

BayesWitnesses/m2cgen
503日前2.7k

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

psf/requests
502日前51.0k

A simple, yet elegant, HTTP library.

mitmproxy/mitmproxy
502日前33.6k

An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

locustio/locust
503日前23.1k

Write scalable load tests in plain Python 🚗💨

apache/spark
502日前37.8k

Apache Spark - A unified analytics engine for large-scale data processing