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Deepnets, the new resource that we bring to the BigML Dashboard, API and WhizzML, are an optimized version of Deep Neural Networks, the machine-learned models loosely inspired by the neural circuitry of the human brain. Deepnets are state-of-the-art in speech recognition, text classification, image classification, and object detection tasks, among other use cases. To avoid the difficult and time-consuming work of hand-tuning the algorithm, BigML's unique implementation of Deep Neural Networks offers first-class support for automatic network topology search and parameter optimization. BigML makes it easier for you by searching over all possible networks for your dataset and returning the best network found to solve your problem.
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