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 <h1 id="tools">Tools</h1>
+
+## Data Programming & Weak Supervision
+- [Cleanlab](https://github.com/cgnorthcutt/cleanlab): A Python library for machine learning with noisy labels. It supports finding label errors in datasets and training models on noisily labeled data.
+- [Knodle](http://knodle.cc/): A modular Python framework that allows combining different classifiers, weak supervision approaches and denoising methods.