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The Microsoft Cognitive Toolkit (CNTK) is an open-source toolkit for commercial-grade distributed deep learning, representing neural networks as computational steps in a directed graph. It supports popular model types like feed-forward DNNs, CNNs, and RNNs/LSTMs, and implements stochastic gradient descent with automatic differentiation and parallelization across multiple GPUs and servers.
AI named Microsoft Cognitive Toolkit from October 2025 to January 2026.