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This is a request for the development of **interfaces** for **R** and **Julia**, for the needs of statisticians and of researchers in machine learning and stochastic optimization.
### **R** system …
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Hello, I am trying to perform FISTA reconstruction but the f_prox = f.proximal(gamma) line in proximal_gradient_solvers.py throws me an error because (I guess) my regularizer functional f falls into t…
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**Project:** Given a command line tool with a number of parameters and a target metric to be optimized, I want a tool that will run the program and find the values for those parameters that maximizes …
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Opening this for the discussion on strong convexity of functionals that was started in #1064.
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Create a PID tunning function and also wrap it to matlab compatibility.
It must heritage the tf class as answer and print in the format `Kp + Ki * 1/s + Kd * s` instead `num / den` format.
_Or…
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Hi, all! My name is Shaun, and I'm leading project 2 (optimization). I am a bioinformatics PhD student, a developer of Linuxbrew and ABySS, an open-source programmer, an avid traveller, a singer and a…
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We consider TV-like problem of the form
![](https://latex.codecogs.com/svg.image?\min_{x&space;\in&space;\mathbb{R}^{p}}&space;f(Ax&space;-&space;y)&space;+&space;g(D&space;x))
where $f,g$ ar…
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### Is your feature request related to a problem? Please describe.
General derivative-free optimization. Currently, the only options are
- [Nelder-Mead](https://docs.scipy.org/doc/scipy-1.7.0/re…
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https://github.com/odlgroup/odl/blob/6a18fb0793c8ebe236b7acea835e62fbce20d08d/odl/solvers/nonsmooth/forward_backward.py#L19
I just noticed that the `forward_backward_pd` is pretty much the same alg…
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Hi,
I just checked back, it seems there has been lots of activity on this project, great! Is it ready for prime time? In particular, can we replace Optim's implementation of manifolds with this pac…