probabilistic-deep-learning

There are 0 repository under probabilistic-deep-learning topic.

mohd-faizy / Probabilistic-Deep-Learning-with-TensorFlow
Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.
tensorflow-probability probabilistic-deep-learning deep-probabilistic-models probabilistic-layers tensorflow2 keras probabilistic-programming poisson-distribution bernoulli-distribution binomial-distributions univariate-distributions tfp machine-learning multivariate-distributions tensorflow
Language:Jupyter Notebook 58
IntelLabs / AVUC
Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.
uncertainty-calibration bayesian-deep-learning uncertainty-estimation model-calibration deep-learning uncertainty-quantification variational-inference uncertainty-neural-networks probabilistic-neural-network probabilistic-deep-learning
Language:Python 48
prs-eth / FILM-Ensemble
[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
pytorch sub-models uncertanity neurips cifar10 feature-wise-linear-modulation cifar100 calibration ece implicit-ensemble ensemble deep-learning probabilistic-deep-learning
Language:Python 23
itsayushthada / Probabislitc-Deep-Learning
Exploration of TensorFlow-2 and TensorFlow probability to implement Bayesian Neural Networks, Normalizing flows, real NVPs and Autoencoders. Exploration of Bayesian Modelling and Variational Inference with Pyro.
probabilistic-modelling deep-learning bayesian-neural-networks bayesian-inference probabilistic-deep-learning tensorflow-probability tensorflow-2 pyro bayesian-machine-learning variational-inference
Language:Jupyter Notebook 4
Tinker-Twins / Probabilistic-Deep-Learning
Notes and Experiments with Probabilistic Deep Learning Models
bayesian-deep-learning bayesian-inference bayesian-neural-networks deep-learning deep-neural-networks probabilistic-deep-learning probabilistic-neural-networks
Language:Jupyter Notebook 1
palashsharma891 / TensorFlow2-for-Deep-Learning
Solutions to the programming assignments in the TensorFlow 2 for Deep Learning Specialization by Imperial College London on Coursera.
tensorflow2 coursera neural-networks deep-learning recurrent-neural-networks probabilistic-deep-learning probability imperial-college-london computer-vision natural-language-processing
Language:Jupyter Notebook