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TatianaOvsiannikova authored Mar 21, 2020
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# v1.4.8.1
## New features:

1. add new roofit variables (`RooAbsReal`):

useful e.g, for efficiency or phase/amplitude parameterization
- `Ostap::MoreRooFit::Benrstein`
- `Ostap::MoreRooFit::Monotonic`
- `Ostap::MoreRooFit::Convex`
- `Ostap::MoreRooFit::ConvexOnly`
1. More generic `Ostap::MoreRooFit::ShiftAndScale`
1. make a first try to add `evaluateBatch` for existing PDFs: no large gain is observed :-(
1. add `roofunc.py` & `funbasic.py`
1. add `FUNC`, `FUNC2` and `FUNC3` classes. Move some functionality from `PDF`
1. add `Fun1D`, `Fun2D` and `Fun3D` wrappers
1. update `efficiency.py`
1. reshuffle a bit the existins strustures
1. add operations and operators for `FUNC`, `FUNC2` and `FUNC3` objects
1. improve baseclasess for functions and PDFs, add more operators/operations
1. modify `roofuncs` avoiding the dangling references
1. Add `Ostap::MoreRooFit::Id`
1. make use of `Ostap::MoreRoofit::Id` in `Fun(1,2,3)D`
1. exclude serialization in `test_fitting_models3_2D` for ROOT 6.18 & python3
1. remove duplication betwen `ostap/fitting/roofuncs` and `ostap/fitting/variables`
1. disable `pathos` for python_version<=3.7
1. change pickling for all `FUNC`-based objects

## Backward incompatible changes

## Bug fixes:

1. fix `local_roofit.h`

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