Gallery

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Paper
kern: a labeling environment for large-scale, high-quality training data
Academic paper about refinery
Code
Finetuning similarity search
We show you how to fine-tune embeddings on your own data for better similarity search using Kern refinery and Quaterion.
Code
Stock sentiment analysis
We show you how you can build your own sentiment analysis classifier for stock news - completely from scratch.
Code
Conversational AI
We show you how to create training data for a Rasa chatbot using Kern refinery
Data
News topics
News headlines for topic modeling.
Data
Conversations
One-liners about financial topics
Data
Stock news
Headlines about financial stock news
Paper
Weak Supervision
Written by Alexander Ratner, Christopher De Sa, Sen Wu, Daniel Selsam, Christopher Ré
Paper
Confident Learning
Written by Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang.

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