TRULENS

We believe that a good explanation must faithfully capture what the model actually does, instead of reinforcing preconceived ideas or intuition of how the model ought to behave. The foundations of TruLens are rooted in this principle, and backed by mathematical axioms to ensure that its attributions portray the model's behavior faithfully... TruLens is a cross-framework library for deep learning explainability. It provides a uniform abstraction over a number of different neural network frameworks, including TensorFlow (versions 1.14+ and 2.4.1+), Pytorch (1.2+), and Keras (2.3+). TruLens also supports explanations of both model inputs and internals... TruEra is an AI Quality solutions company that helps organizations better explain, analyze, and improve their machine learning models. Although TruEra both actively oversees the distribution of TruLens and helps organize the community around it, TruLens remains an open-source community project, not a TruEra product.