An Open Source MLOps Pipeline for Particle Accelerators

MLOps is the standardization and streamlining of the ML development lifecycle.• MLOps is required to address the challenges and risks associated with large-scale machine learning projects such as -Changing data dependencies -Varying operations needs -Reproducibility -Making machine learning tools accessible to other accelerator operations departments.