Joshua Pulsipher
Joshua Pulsipher
Kindly add this paper that details the SAFE-OCC novelty detection approach for CNNs.
When including a function in doctest that has logging and uses the `maxlog` keyword argument, the log is given on every single call regardless of the `maxlog` value. For example,...
This seeks to address #105. This constitutes a large undertaking and will take sometime to get right. Once completed, it should open the way up to resolve many of the...
We should use Aqua.jl in our testing to better monitor the health of the package.
Recent performance testing as revealed that the legacy `dispatch_variable_ref` paradigm of constantly creating `DispatchVariableRef`s from `GeneralVariableRef`s is adding a considerable amount of overhead. For example consider the simple query of...
We currently do allow different optimizer models to be used instead of `TranscriptionModel`s which use a support scheme to solve the `InfiniteModel`. However, we should fully decouple the attributes associated...
Currently, we allow start values on infinite variables to be functions. However, bounds can only be constants as illustrated in #252. Hence, we should generalize the API to allow for...
This seeks to address #159. It turns out that dispatching on the index types accounts for a fair portion of the performance limitations: https://discourse.julialang.org/t/unexpected-allocations-with-multiple-dispatch/76988. Hence we have a balance between...
This adds the `invert_logic` keyword argument to `DomainRestrictions` such that the restrictions denote the logical compliment of the conditions given. This is an experiment to see if we should implement...
An interesting approach for tackling multi-dimensional integral transformation is described in https://web.stanford.edu/~boyd/papers/pdf/gauss_quad_lp.pdf.