Our great sponsors
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detoxify
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Xatkit is a chatbot orchestration platform where we always try to bring you the best NLP solutions out there and enable them for easy use in your own bots. For toxicity detection, we have added a new language processor for toxicity analysis. Even more, we provide two different implementations of this toxic language detector. You're free to choose the one that best fits your needs.
Detoxify is the result of three Kaggle competitions proposed to improve toxicity classifiers. Each had a different purpose within the toxicity classifiers context.
In Xatkit, you can rely on these models for your toxic language detection. Same as before, the toxicity scores are available to the chatbot designer to react and kick out trolls from your conversations. You can check our prototype implementation of a REST API that wraps and exposes the Detoxify models to Xatkit.
We have built an example bot that detects toxicity in messages, which can be found in our LanguageProcessorsBots directory. Feel free to play with it!