{"repo":"label-sleuth/label-sleuth","free":true,"listed":false,"github":"https://github.com/label-sleuth/label-sleuth","clone":"git clone https://github.com/label-sleuth/label-sleuth.git","description":"Open source no-code system for text annotation and building of text classifiers","language":"Python","stars":274,"topics":["active-learning","annotation-tool","labeling-tool","nlp","no-code","python","pytorch","react","text-annotation","text-classification"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"  Quick Start     Documentation     Join Slack   Label Sleuth is an open source no-code system for text annotation and building text classifers. With Label Sleuth, domain experts (e.g., physicians, lawyers, psychologists) can quickly create custom NLP models by themselves, with no dependency on NLP experts. Creating real-world NLP models typically requires a combination of two expertise - deep knowledge of the target domain, provided by domain experts, and machine learning knowledge, provided by NLP experts. Thus, domain experts are dependent on NLP experts. Label Sleuth comes to eliminate this dependency. With an intuitive UX, it escorts domain experts in the process of labeling the data and building NLP models which are tailored to their specific needs. As domain experts label examples within the system, machine learning models are being automatically trained in the background, make predictions on new examples, and provide suggestions for the users on the examples they should label next. Label Sleuth is a no-code system, no knowledge in machine learning is need, and - it is fast to obtain a model – from task definition to a working model in just a few hours! Table of contents Installation for end users Setting up a development environment Project structure Using the system Customizing the system System configuration Implementing new components Reference Installation for end users (non-developers) Follow the instructions on our website. Set","default_branch":null,"files":null,"tree":[],"storefront":"/r/label-sleuth","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/label-sleuth/label-sleuth/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."}