{"repo":"Lax3n/HumanTyping","free":true,"listed":false,"github":"https://github.com/Lax3n/HumanTyping","clone":"git clone https://github.com/Lax3n/HumanTyping.git","description":"The most realistic keyboard typing simulator based on Markov Chains. Models authentic human behavior (errors, corrections, fatigue, speed variations) for Playwright and Selenium automation.","language":"Python","stars":77,"topics":["automation","human-computer-interaction","humanoid-robot","playwright","playwright-automation","playwright-python","anti-detection","bot-detection","human-behavior","stochastic-processes"],"license":"MIT","category":"workflow-automation","readme_excerpt":"HumanTyping 🤖⌨️ The most realistic keyboard typing simulator based on Markov Chains and stochastic processes. HumanTyping models authentic human typing behavior with unprecedented accuracy, making automated typing indistinguishable from real users. 🎬 See It In Action Watch HumanTyping simulate realistic typing with natural speed variations, errors, and corrections. --- ⚡ Quick Start (Playwright) 📚 See More Examples → 🚀 Full Guide → --- ✨ Features Advanced Typing Simulation - Variable Speed : Common words typed 40% faster, complex words 30% slower - Bigram Acceleration : Frequent letter pairs (th, er, in) typed in rapid bursts - Fatigue Modeling : Typing speed gradually decreases over time (0.05% per character) - Natural Pauses : Micro-pauses between words (250ms average) Realistic Error Patterns - Neighbor Errors : Types adjacent keys based on keyboard layout (QWERTY/AZERTY) - Swap Errors : Character inversions like \"teh\" → \"the\" - Delayed Detection : Some errors go unnoticed until final proofreading - Correction Behavior : Uses Backspace immediately or navigates with arrow keys later Customization - Adjustable WPM (Words Per Minute) with natural variance - Support for accents and special characters - Uppercase detection (Shift key penalty) - Configurable error rates and reaction times --- 🧠 How It Works HumanTyping uses a semi-Markov process where: - States represent typing progress (characters typed) - Transitions model keystrokes with time and accuracy variations - Er","default_branch":null,"files":null,"tree":[],"storefront":"/r/Lax3n","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Lax3n/HumanTyping/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}