{"library":"gibberish-detector","type":"library","category":null,"description":"The `gibberish-detector` Python library, currently at version 0.1.1, identifies nonsensical strings using a Markov Chain-based model. It's an adaptation of an earlier project, updated for Python 3. Users first train a model on a corpus of 'good' text to understand character transition probabilities, and then use this model to determine if new input strings are gibberish. The library is primarily maintained as a utility for text validation and spam filtering, with updates occurring on an infrequent basis.","language":"python","status":"maintenance","version":"0.1.1","tags":["text processing","gibberish detection","natural language processing","markov chain"],"last_verified":"Tue May 26","install":[{"cmd":"pip install gibberish-detector","imports":["from gibberish_detector import detector"]}],"homepage":null,"github":"https://github.com/domanchi/gibberish-detector","docs":null,"changelog":null,"pypi":"https://pypi.org/project/gibberish-detector/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":1.5,"avg_import_s":0.02,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/gibberish-detector/compatibility"}}