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A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

🌍 Discover our global repository of countries, states, and cities! 🏙️ Get comprehensive data in JSON, SQL, PSQL, SQLSERVER, MONGODB, SQLITE, XML, YAML, and CSV formats. Access ISO2, ISO3 codes, country code, capital, native language, timezones (for countries), and more. #countries #states #cities

  • cities
  • countries
  • states
  • state

Bayesian Modeling and Probabilistic Programming in Python

  • python
  • statistical-analysis
  • bayesian-inference
  • mcmc

SANA & Sol: Efficient Generative Models and Full-Stack Training & Inference Engines for Image, Video, and World Modeling

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract structured data with LLMs via Pydantic AI, or control the browser in natural language with Stagehand. Works with BeautifulSoup, Parsel, Playwright, and raw HTTP. Download HTML, PDF, images, and other files. Proxy rotation included.

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

  • yolov9

Reads key-value pairs from a .env file and can set them as environment variables. It helps in developing applications following the 12-factor principles.

  • python
  • devops-tools
  • dotenv
  • 12-factor-app