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During Raphael Shirley's presentation on rail_lephare, Jeff mentioned that with very disparate mag distributions for training and test, the inclusion of a magnitude in the K nearest neighbor distance …
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In [this live stream](https://www.youtube.com/watch?v=HIRJFYncE2I) I seem to be able to show that KNN can perform on par with boosted models once you improve the representation of X. A quick trick to …
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6258782 helped, but ideally we would:
- not do the temporary copies to the last axis at all
- honor `self_value` again
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Hello there, I've cloned your project and now am trying to run it. The first attempts failed because of several instances of `Physicochemical properties_values` being used as a variable name, but that…
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I encountered the following erorr message when using KNN estimator:
```
File /opt/desc/py/lib/python3.10/site-packages/rail/estimation/algos/k_nearneigh.py:189, in KNearNeighEstimator._process_chunk…
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**Describe the feature you'd like to have**
As discussed in #277, we should have a long term goal of implementing a density estimation API, just as we have a probabilities API.
The reason is th…
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Hello dear friend @fridiculous,
First of all, thanks for this fantastic library.
I have some problem with model persistance.
If I try to create a new model and save it right away as a defaul…
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While I'm here, I wanted to point out that at `sktime`, we've started to interface `pyts` algorithms, upon popular demand, to have them indexed for users who are searching for TSC and time series tran…
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### pycaret version checks
- [X] I have checked that this issue has not already been reported [here](https://github.com/pycaret/pycaret/issues).
- [X] I have confirmed this bug exists on the [latest…
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**Describe the bug**
UMAP fails to correctly embed small datasets when `random_state` is not set (or, rather, when it is set to `None`). This affects dataset sizes smaller than roughly 90 samples.
…