Freedom251 › Active Learning Tools
ActiveTigger
Facts from ActiveTigger's own pages
- Classification
- Users can fine-tune and evaluate a BERT classifier, then apply it to the corpus. · activetigger.com, 14 Nov 2026
- Codebooks
- Users can define annotation schemes and guidelines for categories. · activetigger.com, 14 Nov 2026
- Collaboration
- Multiple annotators can work in parallel and compare results; active learning can select the next example. · activetigger.com, 14 Nov 2026
- Corpus exploration
- Users can browse texts, search by keywords, visualize the corpus as a 2D projection, and run topic models. · activetigger.com, 14 Nov 2026
- Data types
- The product handles text and images. · activetigger.com, 14 Nov 2026
- Exports
- Users can download annotations, predictions, fine-tuned models, and project summaries in open formats. · activetigger.com, 14 Nov 2026
- Installation
- The source code is described as Python/React and ships with a Docker setup. · activetigger.com, 14 Nov 2026
- Maker
- ActiveTigger is developed by the CSS@IP-Paris team at the CREST research unit, with support from OuestWare. · activetigger.com, 14 Nov 2026
- Privacy and deployment
- The open-source product can be run on a user's own infrastructure for sensitive data. · activetigger.com, 14 Nov 2026
- Purpose
- ActiveTigger is an open-source web tool for collaborative corpus annotation and classification, designed for computational social scientists. · activetigger.com, 14 Nov 2026
- Python client
- The at-cli-client wraps the API for scripts and notebooks. · activetigger.com, 14 Nov 2026
- Scale and language
- The site says it has been tested on corpora of hundreds of thousands of documents and supports multilingual models. · activetigger.com, 14 Nov 2026
- Support
- The site directs users to Discord, the issue tracker, or email for questions and feedback. · activetigger.com, 14 Nov 2026
- Test access
- A test instance is hosted at CREST, and researchers can request an account. · activetigger.com, 14 Nov 2026
Where ActiveTigger stands on Freedom251
- Active Learning Tools#12 of 16