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Cloud tools for web scraping and data extraction
Deploy pre-built tools that crawl websites, extract structured data, and feed your applications. Reliable web data without maintaining scrapers.
Automate web data collection with cloud tools that handle anti-bot measures, browser rendering, and data transformation out of the box. Extract content from any website, push to vector databases for RAG workflows, or pipe directly into your apps via API. Schedule runs, set up webhooks, and connect to your existing stack. Free tier available, then scale as you need to.
Complete computational framework for cosmological perturbation theory
Quantum-Corrected Cosmological Perturbation Solver
License: Dual
🔬 Overview
A complete computational framework for cosmological perturbation theory with first-principles quantum corrections. This package implements:
Quantum-corrected Mukhanov-Sasaki equations with backreaction from quantum fields
Full Boltzmann integration with quantum scattering terms
Tensor perturbations (gravitational waves) with quantum sources
Integration with CLASS/CAMB for validation
Planck 2018 data validation with Bayesian evidence computation
Production-ready pipeline for cosmological parameter constraints
🚀 Features
Core Physics
Quantum stress-energy perturbations using Schwinger-Keldysh formalism
Bunch-Davies & α-vacuum initial conditions with quantum corrections
Renormalization schemes: adiabatic (4th order), point-splitting, dimensional
Self-consistent backreaction between metric and quantum fields
Qbsolv,a decomposing solver, finds a minimum value of a large quadratic unconstrained binary optimization (QUBO) problem by splitting it into pieces solved either via a D-Wave system or a classical tabu solver. (Note that qbsolv by default uses its internal classical solver. Access to a D-Wave system must be arranged separately.)