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Wax is what you put on a surfboard to avoid slipping. It is an essential toolto go surfing... We introduce WAX-ML a research-oriented Python libraryproviding tools to design powerful machine learning algorithms and feedbackloops working on streaming data. It strives to complement JAX with toolsdedicated to time series. WAX-ML makes JAX-based programs easy to use forend-users working with pandas and xarray for data manipulation. It provides asimple mechanism for implementing feedback loops, allows the implementation ofonline learning and reinforcement learning algorithms with functions, and makesthem easy to integrate by end-users working with the object-orientedreinforcement learning framework from the Gym library. It is released with anApache open-source license on GitHub at https://github.com/eserie/wax-ml.

WAX-ML: A Python library for machine learning and feedback loops on streaming data