A dynamic framework for hypothesis-driven iterative machine learning.
Project description
PerspectiveLearning
PerspectiveLearning is a Python library for hypothesis-driven iterative machine learning.
Features
- Define multiple perspectives for hypothesis evaluation.
- Iteratively train and refine the best perspective.
- Predict outcomes using the refined model.
Installation
Install via pip:
pip install PerspectiveLearning
Usage
from PerspectiveLearning import PerspectiveLearning
# Example usage with dataset
pl = PerspectiveLearning(dataset, features, target, perspectives)
pl.train()
predictions = pl.predict(new_data)
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