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## Prerequisites
* [x] Can you reproduce the problem in safe mode?
* [x] Are you running the latest version?
* [x] Are you reporting to the correct repository?
* [x] Did you perform a cursory sear…
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## Method: `crosstraining(Optimizer)`
This method is used to train the data in a random order and interval towards the end of the optimization function. It ensures that training subsequent activa…
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## Describe the bug
Fails to parse type of optional `num_iteration` parameter for LightGBM's predict method
```
INFO:[2024-10-24 10:47:23.863] - Analyzing arguments in .
WARNING:[2024-10-24 10:4…
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What do I need to do with the input data when this problem occurs? Filter genes?
Tue Nov 5 16:45:03 2024: SizeFactor estimation ...
Tue Nov 5 16:45:03 2024: Controlling for confounders ...
Usin…
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### Describe the bug
When working with large arrays, setting with_format to e.g. numpy then applying map causes a significant slowdown for iterable datasets.
### Steps to reproduce the bug
``…
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Adjoint tasks can have a large data size (over 100 MB easily) and hence running an optimization with tens of iterations can generate large storage. Many users only have a limited storage size so they …
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`tidy_draws` [details](https://mjskay.github.io/tidybayes/reference/tidy_draws.html).
You can approach this however you like, but I have previously done some relevant work:
I have written simila…
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### What?
We want to save screenshots asynchronously.
### Why?
- To avoid blocking the iteration for the saving operations (especially the remote ones).
- Otherwise, we might skew metrics while sav…
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def anonymous_error_collecting(full_error_message, global_iteration):
"""
Collects anonymous error data and sends it to a remote repository if the same error
repeats for a specified num…
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# Class: All
## Method: `optimize`
In this method, various classes and methods are executed to orchestrate the optimization process of the training matrix.
### Overview
The optimization pr…