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TPOT does not distinguish between discrete and continous hyper parameters and treats everything as discrete values.
# Motivation for the issue
Many models rely on continuous parameters that can va…
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**Problem Description**
When using LightgGBM most of the time I use `early_stopping_rounds`, because it gives some additional performance boost. I think it would be desired to have this option also i…
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When using UMAP (without pynndescent) in a Spark-based environment, it works fine.
Instead, when using UMAP with pynndescent, I get the following error:
```
_pickle.PicklingError: Failed in nop…
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## Describe your environment
* Operating system: Artix Linux, V5.18.16
* Python Version: 3.10.5 (`python -V`)
* CCXT version: no version, using docker (`pip freeze | grep ccxt`)
* Freqtr…
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I am using python 2.7 and when importing other packages from __future__ than print_function, the temp_model.py file wraps the imports in a try and except block.
The first lines in temp_model.py:
``…
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This repo uses a wildly outdated version of freqtrade (more than 1000 commits/improvements behind) - and i think users should be warned about this fact.
I would appreciate if you could contribute y…
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# Finalizing eScience contributions
Since our time is running out, we thought it would be useful to have an overview of our remaining PRs, separated into essentials and optionals.
I think our ma…
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Currently the wiki is not very clear that it is possible to save a set of evaluations and then continue where they were left off using the `Trials` object. It would be nice if a small example was adde…
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## Describe your environment
* Operating system: Windows 11
* Python Version: 3.11
* CCXT version: 4.2.47
* Freqtrade Version: 2024.2
## Your question
Reading the freqtrade do…
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We are interested in implementing an additional metrics to `hyperopt` that is sensitive to higher moments of the probability distribution, $`\varphi^{2}`$; see Eq.(4.6) of the [NNPDF3.0 paper](https:/…