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Getting Started

  • Setup and installation
  • Concepts
  • Basics
  • User Management and Workspaces
  • Advanced setup guides

Guides

  • Rubrix Cookbook
  • Tasks Templates
  • Weak supervision
  • Monitoring NLP pipelines
  • Metrics
  • Datasets
  • Dataset settings
  • Queries

Tutorials

  • Introductory
    • ๐Ÿท๏ธ Label your data to fine-tune a classifier with Hugging Face
    • ๐Ÿ“ฐ Building a news classifier with weak supervision
    • ๐Ÿคฏ Few-shot classification with SetFit and a custom dataset
  • Model predictions
    • ๐Ÿท๏ธ Label your data to fine-tune a classifier with Hugging Face
    • ๐Ÿ’ซ Explore and analyze spaCy NER pipelines
    • ๐Ÿ”ซ Zero-shot Named Entity Recognition with Flair
    • ๐Ÿ•ต๏ธโ€โ™€๏ธ Analyzing predictions with model explainability methods
  • Weak supervision
    • ๐Ÿ“ฐ Building a news classifier with weak supervision
    • ๐Ÿ—‚ Weak supervision in multi-label text classification tasks
    • ๐Ÿญ Weakly supervised NER with skweak
    • ๐Ÿงฑ Extending weak supervision workflows with sentence embeddings
  • Active Learning
    • ๐Ÿค” Active learning with ModAL and scikit-learn
    • ๐Ÿ‘‚ Active learning for text classification with small-text
  • Label errors
    • ๐Ÿงผ Clean labels using your model loss
    • ๐Ÿง Find label errors with cleanlab
  • Monitoring
    • ๐Ÿ’พ Monitor predictions in HTTP API endpoints

Reference

  • Telemetry
  • Python
    • Client
    • Metrics
    • Labeling
    • Listeners
  • Web App UI
    • Home page
    • Dataset
    • Explore records
    • Annotate records
    • Define rules
    • Search Records
    • Filter Records
    • View dataset metrics

Community

  • Slack
  • Github
  • Discussion forum
  • Developer documentation
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