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Peng Cui's Projects

18s096sciml icon 18s096sciml

18.S096 - Applications of Scientific Machine Learning

awesome-neural-ode icon awesome-neural-ode

A collection of resources regarding the interplay between differential equations, dynamical systems, deep learning, control and optimization.

bayesian-neural-networks icon bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace and more

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

deep-learning-uncertainty icon deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

dul-pytorch icon dul-pytorch

[2020-CVPR]Data Uncertainty Learning in Face Recognition

flow-forecast icon flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

github-mathjax icon github-mathjax

Chrome extension for rendering LaTeX equations in GitHub with MathJax

gpflow icon gpflow

Gaussian processes in TensorFlow

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