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Conformal prediction in MAPIE using existing models (e.g. https://mapie.readthedocs.io/en/latest/examples_regression/1-quickstart/plot_prefit.html#sphx-glr-examples-regression-1-quickstart-plot-prefit…
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Hi Zhendong,
I tried to adapt your amazing PCP framework to a model agnostic PCP-framework, --> SLCP-PCP.
To do this, I replaced your QRF-PCP framework (uniform) with a nonconformis agnostic wra…
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It seems only multiclass classification is supported as I see:
`assert type_of_target(y) == "multiclass"
`
in classification.py. Seems to me that binary classification could also be supported wi…
jrash updated
7 months ago
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### Contribution guidelines
- [X] I've read the [contribution guidelines](https://tvdboom.github.io/ATOM/latest/contributing/).
- [X] The documentation does not mention anything about this feature.
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Hi! This is a bit of a general question / suggestion. I have trouble working with MAPIE and mlflow for experiment / model tracking. That is a bit of a pity, because it limits the usability of an other…
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**Describe the bug**
```
DeprecationWarning: scipy.signal.ricker is deprecated in SciPy 1.12 and will be removed
in SciPy 1.15. We recommend using PyWavelets instead.
wavelet_x = np.co…
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It would be interesting to implement Conformalised Quantile Regression (Romano et al 2019) (https://arxiv.org/abs/1905.03222).
This could be done via the implementation of other Non-Conformity Measur…
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This issue collects a wishlist of de-novo implementations of torch based models.
Anyone can suggest models to implement, we will have to prioritize along a impact/cost analysis.
FYI @fnhirwa.
C…
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Darts has established itself as a premier time series forecasting library. Adding multi-horizon time series classification support would solidify its position and significantly benefit researchers and…