F1 Score Python Packages

dataflow-cv

🌊 Everything your model doesn't do. Convert, visualize, evaluate, and more — a single CLI for all CV data.

llm-ner-nel

Using a local LLM, convert text to a knowledge graph

nerval

Python framework to evaluate Named Entity Recognition (NER) models. Creates entity-level confusion matrix and classification report.

semantic-f1-score

Semantic F1 Score for Multi-label Classification

skperopt

A hyperopt wrapper - simplifying hyperparameter tuning with Scikit-learn style estimators.

daze

Better multi-class confusion matrix plots for Scikit-Learn, incorporating per-class and overall evaluation measures.