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It is important to stratify the samples according to y for cross-validation in regression models; otherwise, you might possibly get totally different ranges of y in training and validation sets. Howev…
RNAer updated
4 weeks ago
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### Is this a unique feature?
- [X] I have checked "open" AND "closed" issues and this is not a duplicate
### Is your feature request related to a problem/unavailable functionality? Please describe.…
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While making these examples using generated random data so I could make these examples public I learned that
```python
from numpy import random
random.seed(0)
```
[is considered bad](https://…
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Which models for time series forecasting fedot uses? Can you provide examples? Is there any comparison with competitors? @RepoPilotAssistant please help
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Here is a brief description of the "Pyxit" classifier that we have designed in our lab to classify images. I strongly believe the same strategy can be applied to audio signals.
So the goal is to cla…
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Hey. Did you compare with SGDClassifier?
The results should be quite close to yours.
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### Describe the workflow you want to enable
As partial dependence of a model at a point [is defined as an expectation](https://scikit-learn.org/stable/modules/partial_dependence.html#mathematical-de…
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If others have the time, I'm inclined to experiment a bit with algorithms for distributed training. I think that this would be an interesting stress test of the technology, and would also, I think, r…
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In terms of functionality, the mid-term end goal is to achieve an offering of ML algorithms and pre-processing routines comparable to what is currently available in Python's [`scikit-learn`](https://s…
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We now support polars as an output for our transformers and `ColumnTransformer`, but our examples use `pd.DataFrame`.
Our `datasets` module also returnes either a numpy array or a pandas DataFrame.…