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325

1.4k

mit

31

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

bayes python pytorch pytorch-cnn bayesian-network bayes-by-backprop bayesian-convnets bayesian-networks image-recognition variational-bayes bayesian-inference bayesian-statistics variational-inference bayesian-deep-learning aleatoric-uncertainties bayesian-neural-networks convolutional-neural-networks

Created 2018-07-27

308 commits to master branch, last one 3 years ago

SalsaNext TiagoCortinhal

102

413

mit

19

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

lidar decoder encoder jaccard 3d-lidar-data semantickitti bayesian-network lidar-point-clouds semantic-segmentation

Created 2019-10-07

54 commits to master branch, last one 23 days ago

torch-uncertainty ENSTA-U2IS-AI

19

302

apache-2.0

8

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

1,396 commits to main branch, last one 15 days ago

sorobn MaxHalford

34

238

mit

9

🧮 Bayesian networks in Python

bayesian-network

Created 2020-05-05

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

pcalg-py Renovamen

26

114

unknown

2

Implement PC algorithm in Python | PC 算法的 Python 实现

pc-algorithm bayesian-network causal-inference

Created 2018-12-09

9 commits to master branch, last one 2 years ago

EDAspy VicentePerezSoloviev

7

41

mit

2

Estimation of Distribution algorithms Python package

boa egna emna keda pbil umda speda python time-series optimization bayesian-network machine-learning feature-selection feature-engineering gaussian-distribution hyperparameter-tuning evolutionary-algorithm continuous-optimization estimation-distribution-algorithm

Created 2020-06-01

189 commits to master branch, last one 4 months ago