nonconformist

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Getting a range for multi-step prediction with LSTM

2

Hi, thanks for the work you done in this field! I am trying to do a multi-step prediction with timeseries via a LSTM NN. To better present the results i...

Alllle

acp module is outdated and does not work as it uses an older version of scikit-learn

3

Please replace this bit: https://github.com/donlnz/nonconformist/blob/cdef0d1fb9a512dbac912e735f417270d26564a9/nonconformist/acp.py#L10-L11 by: `from sklearn.model_selection import KFold, StratifiedKFold` `from sklearn.model_selection import ShuffleSplit, StratifiedShuffleSplit`

azedinez

For most of embedded Linux distribution, sklearn is not included due to limited resource. This PR is to remove sklearn dependency and reuse fastai TreeEnsemble implementation as the ICP underlying...

hozen

confidence and credibility

1

in https://github.com/donlnz/nonconformist/blob/cdef0d1fb9a512dbac912e735f417270d26564a9/nonconformist/cp.py#L169 with due attention to http://www.quantware.ups-tlse.fr/ecoleluchon2015/slides/luo.pdf compute the p-values p0 and p1 for both completions (with the tentative labels 0 and 1 for the new image, respectively); • if...

farzadhallaji

Allow y_hat instead of unfitted model as input for regression ICP

1

Users may have predictions generated from different fitted underlying models in different languages and just want to get the prediction interval. This change allows user to set underlying model =...

ghost

Support for prediction bands?

1

Hello, I couldn't figure out from checking the code and limited documentation if there is support for providing prediction intervals or bands around future predictions. For instance, as in https://rss.onlinelibrary.wiley.com/doi/abs/10.1111/rssb.12021...

mnarayan

Mondrian Cross-Conformal Prediction

1

Hello, do I understand correctly that Mondrian Cross-Conformal Prediction is not implemented in the pipelines ? Thanks!

chupvl

Problem working with myregressoradaptor

1

Hello there, Thank you for the library and I'm enjoying using it. I have a problem using myregressoradaptor with a simple linear regressor that is not sklearn. let's say I...

behnamprime

cowork with TensorFlow?

1

Thanks for nonconformist library release. I want to connect my regression(LSTM) model in TensorFlow to this nonconformist's IcpRegressor. How can I do this?

softgearko

#### Description The argument `significance` has no default value (`None` expected) in the following functions : - reg_mean_errors - reg_min_size - reg_q1_size - reg_median_size - reg_q3_size - reg_max_size - reg_mean_size

jb-delafosse