confident-learning

There are 1 repository under confident-learning topic.

cgnorthcutt / confidentlearning-reproduce
Official data release to reproduce Confident Learning paper results
confident-learning reproducible-research reproducibility machine-learning supervised-learning weak-supervision noisy-labels
Language:Jupyter Notebook 38
LMU-Seminar-LLMs / llm-data-annotation
Harness Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLM precision, employs Iterative Active Learning for continuous improvement, and integrates CleanLab (Confident Learning) to ensure high-quality datasets and superior model performance
bert data-annotation fine-tuning gpt-3-5-turbo llm nlp dvc mlflow active-learning cleanlab confident-learning gpt gpt-4 noisy-labels weak-supervision
Language:Python 14

cgnorthcutt / confidentlearning-reproduce