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**Submitting author:** @KGrewal1 (Kirpal Grewal)
**Repository:** https://github.com/KGrewal1/optimisers
**Branch with paper.md** (empty if default branch):
**Version:** v0.3.1
**Editor:** @olexandr-k…
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## Description
The continued mission to kill kwargs... we should delete these line:
https://github.com/TomographicImaging/CIL/blob/23187c9eebfc691a4d65178c37a6cf59b01a0d57/Wrappers/Python/cil/optimis…
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### Motivation
Requested by https://github.com/optuna/optuna/issues/2792
With this change, users will be able to implement multi-objective pruning algorithms easily. In addition, storing interme…
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## Description
Currently, `Algorithm` has the method `get_last_loss`. This is fine for algorithms which have a single relevant component to their loss, but leads to unexpected behaviour when used wit…
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The notebook claims that the result of PDHG will look the same as the result of FISTA
However, this is what I get with PDHG:
![Image](https://github.com/user-attachments/assets/f8624ac3-123d-4f1b-b9…
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It could be great to encourage contributions. We need:
- a tutorial explaining how to contribute
- some CI to make some tests to decide acceptation
## How to contribute
Let us consider you w…
ocots updated
3 months ago
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It would be a great enhancement to allow users to access additional optimizers, such as those wrapped by the `optimx` package, if it is available. This would open the door to a wider array of optimiza…
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## Description
In SIRT the objective calculation is here:
https://github.com/TomographicImaging/CIL/blob/9ba92fea1c0e1f17b3d46a5952185794a604d042/Wrappers/Python/cil/optimisation/algorithms/SIRT.…
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I have two questions: how was the data preprocessing handled? What is the optimisation algorithm used for model training（Or what the optimiser chose
）?
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Hi,
I am interested in apply Bayesian Optimization on a likelihood function with 10 parameters where other algorithms fail to converge to the optimum in a reasonable number of iterations. For examp…