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A much extended version of PyPhi with the LPLS, JRPLS and TPLS models with their respective plotting tools. Also a much improved pyphi_batch with routines for alignment using an indicator variables, batch contributions, batch predictors, the capability to mimic a soft-sensor in batch monitoring and utilities such as a sample distribution generator, a batch descriptor generator (to collect for example min/max/mean values for a trajectory during a phase) and a routine to calculate relative batch times based on the timestamp.