6 results found Sort:

flennerhag
mlens flennerhag
107
837
mit
28
ML-Ensemble – high performance ensemble learning
stack python ensemble learners stacking ensembles machine-learning ensemble-learning
Created 2017-01-10
879 commits to master branch, last one 4 years ago
SamsungLabs
pytorch-ensembles SamsungLabs
23
236
other
16
Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning, ICLR 2020
pytorch iclr2020 ensembles uncertainty deep-learning
Created 2019-11-29
30 commits to master branch, last one 3 years ago
ENSTA-U2IS-AI
torch-uncertainty ENSTA-U2IS-AI
16
217
apache-2.0
7
Open-source framework for uncertainty and deep learning models in PyTorch :seedling:
mixup pytorch ensembles reliable-ai uncertainty computer-vision neural-networks bayesian-network predictive-uncertainty uncertainty-quantification trustworthy-machine-learning
Created 2023-02-01
1,251 commits to main branch, last one 2 days ago
usgs
pestpp usgs
68
125
unknown
22
tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis
ensembles optimization non-intrusive ensemble-methods optimization-tools parallel-computing parameter-estimation sensitivity-analysis uncertainty-quantification global-sensitivity-analysis
Created 2019-03-07
2,396 commits to master branch, last one 19 days ago
damianhorna
multi-imbalance damianhorna
10
75
mit
2
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
smote python bagging balancing ensembles resampling oversampling decomposition preprocessing undersampling decision-trees python-package class-imbalance machine-learning multi-class-imbalance
Created 2019-08-03
432 commits to master branch, last one 2 years ago
zjysteven
DVERGE zjysteven
14
55
unknown
1
[NeurIPS'20 Oral] DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles
pytorch ensembles adversarial-robustness diversifying-vulnerabilities adversarial-attack-and-defense
Created 2020-10-10
27 commits to main branch, last one 2 years ago