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40

325

mit

5

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

anova stats python post-hoc statistics statistical-methods multiple-comparisons statistical-analysis nonparametric-statistics

Created 2017-06-22

535 commits to master branch, last one 3 days ago

conformal_classification aangelopoulos

34

217

mit

8

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

vision pytorch imagenet conformal classifier statistics uncertainty nonparametric classification computer-vision neural-networks prediction-sets machine-learning distribution-free conformal-prediction deep-neural-networks artificial-intelligence nonparametric-statistics uncertainty-quantification

Created 2020-09-04

135 commits to master branch, last one about a year ago

lmtp nt-williams

16

55

agpl-3.0

6

:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:

statistics censored-data causal-inference machine-learning longitudinal-data robust-statistics survival-analysis targeted-learning precision-medicine nonparametric-statistics stochastic-interventions modified-treatment-policy

Created 2020-03-30

677 commits to master branch, last one a day ago