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The neural network software industry is witnessing unprecedented growth, driven by the rapid adoption of AI and ML technologies. Organizations are setting up dedicated AI research labs and collaborating with academic institutions to develop cutting-edge neural network algorithms and applications. Companies across various industries are recognizing the transformative potential of neural network software and are actively expanding their portfolios to stay competitive and meet the growing demand for AI-driven solutions.
There is a growing interest in and research in graph neural networks, which are specialized for processing data represented as graphs. Applications range from social networks & recommendation systems to drug discovery & physical simulations. Systems that can learn continually from new data without forgetting previously learned information are gaining traction.