progpy
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nasa
The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provide...
Add step to CI/CD infrastructure that will auto publish the newest version to PyPi (i.e., pip) on each github release. See example here (from chaospy) 
**Requirement Text** Ensemble model should return a measurement of dispersion **Background Information** Ensemble model aggregates the results of the component models, but does not produce any measurement of the dispersion...
Look at Marcos' work in Automatic adaptive step size. See if marcos is willing to partner and investigate ways that it can be adopted in progpy
**Requirement Text** Lstm shall provide ability to learn performance metrics **Background Information** Lstm now does everything except pm **Suggested Solution** Same as output **DoD** - [ ] Implement feature -...
**Requirement Text** Create a CNN state transition model **DoD** - [ ] implement - [ ] Add example - [ ] Add tests - [ ] Add to change notes...
**Requirement Text** Add option to shuffle the data being used to train the LSTM **DoD** - [ ] Add feature - [ ] Add to example
Currently parameter estimation only supports scalars- this issue is to add support for lists as well ## D.o.D. - [ ] Parameter estimation works for lists too - [ ]...
## Requirement Implement guidance and/or methods for estimating process and sensor noise from data ## Background Process and sensor noise is very important for noise representation. There is currently no...
Create interface for integrating models with C++ GSAP framework ## Background GSAP is a C++ framework for implementing prognostics applications. It follows a very similar format. Generally python is highly...
## Requirement Create a new model that can represent a battery pack - i.e., multiple cells in some combination of series and parallel ## Background Current model is cell-level ##...