Yes, there are several open-source libraries and tools that provide functionalities for time series analysis using machine learning. Some popular examples include scikit-learn, TensorFlow, PyTorch, Prophet, statsmodels, and Keras. These tools offer a range of algorithms, utilities, and evaluation metrics to support various aspects of time series analysis.