Haitao Liu's repositories
ModulatedGPs
Scalable modulated GPs for expressive statistical learning
AugmentedGaussianProcesses.jl
Gaussian Process package based on data augmentation, sparsity and natural gradients
bayesian_benchmarks
A community repository for benchmarking Bayesian methods
CFD-Bayesian-Optimization
Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.
Conditional_Density_Estimation
Package implementing various parametric and nonparametric methods for conditional density estimation
Deep-Flow-Prediction
A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning
FluidNet
Accelerating Eulerian Fluid Simulation With Convolutional Networks
GPflow
Gaussian processes in TensorFlow
GPflow-inter-domain
Gaussian processes in TensorFlow with modifications to allow inter-domain inducing variables
gpml_extensions
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
heterogp
Provides a heteroscedastic noise latent for a sparse variational Gaussian process using GPflow
mantaflow
mantaflow is an open-source framework targeted at fluid simulation research in Computer Graphics and Machine Learning.
PhiFlow
Research-oriented differentiable fluid simulation framework
Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
pytorch-ts
PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend
pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
ReactorNet
Code for "Learning Time-aware Multi-phase Flow Fields in Coal-Supercritical Water Fluidized Bed Reactor with Deep Learning"