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aangelopoulos
conformal_classification aangelopoulos
36
235
mit
9
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
nt-williams
lmtp nt-williams
18
62
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 5 months ago