OpenAI’s Open Sourced These Frameworks to Visualize Neural Networks
Microscope and the Lucid Library are new additions to OpenAI’s open source stack.
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Interpretability is one of the most challenging aspects of the deep learning space. Imagine understanding a neural network with hundreds of thousands of neurons distributed across thousands of hidden layers. The interconnected and complex nature of most deep neural networks makes unsuitable for traditional debugging tools. As a result, data scientists often rely on visualization techniques that help them understand how neural networks make decisions which becomes an constant challenge. To advance this area, OpenAI just unveiled Microscope and the Lucid Library which enable the visualization of neurons within a…
