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The era of machine learning is changing day by day, and innovation is being directed by open-source libraries. Machine learning developers and researchers are using a variety of open-source libraries in 2025 to develop strong AI models. The libraries are instrumental in preprocessing data, training models, and deploying models, and therefore they are extremely precious to industries. This article explores some of the best open-source machine learning libraries of 2025 and what's propelling the future of artificial intelligence.