thangbui / streaming_sparse_gp
Streaming sparse Gaussian process approximations
☆62Updated 2 years ago
Alternatives and similar repositories for streaming_sparse_gp:
Users that are interested in streaming_sparse_gp are comparing it to the libraries listed below
- Unifying sparse approximations for Gaussian process regression and classification, using Power EP☆22Updated 8 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆71Updated 2 years ago
- Multiple output Gaussian processes in MATLAB including the latent force model.☆49Updated 9 years ago
- Heterogeneous Multi-output Gaussian Processes☆51Updated 4 years ago
- GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data☆48Updated 3 years ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆148Updated 5 years ago
- Deep Gaussian Processes in Python☆232Updated 3 years ago
- Sparse Spectrum Gaussian Process Regression☆21Updated 4 years ago
- Scalable Gaussian Process Regression with Derivatives☆38Updated 6 years ago
- Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.☆31Updated 7 years ago
- Continual Gaussian Processes☆32Updated last year
- Variational Gaussian Process State-Space Models☆23Updated 9 years ago
- Multi-task Gaussian Process☆43Updated 9 years ago
- ☆28Updated 5 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆70Updated 3 years ago
- Mixtures of Gaussian Process Experts in GPflow/TensorFlow☆11Updated 2 years ago
- ☆14Updated 6 years ago
- Stochastic variational heteroscedastic Gaussian process☆14Updated 5 years ago
- Deep Gaussian Processes with Importance-Weighted Variational Inference☆38Updated 5 years ago
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Updated 3 years ago
- Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"☆57Updated 3 years ago
- Implementation of the Gaussian processes regression with inducing points for online data with ensemble Kalman filter estimation. Code for…☆17Updated 6 years ago
- Library for Deep Gaussian Processes based on GPflow☆19Updated 4 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆28Updated 6 years ago
- Additive Gaussian Process Bandits - version 1.0☆26Updated 8 years ago
- Companion code to "Learning Stable Deep Dynamics Models" (Manek and Kolter, 2019)☆32Updated 5 years ago
- Zheng Zhao's doctoral dissertation from Aalto University☆34Updated 2 years ago
- Nonparametric Differential Equation Modeling☆53Updated 10 months ago
- Deep Gaussian Processes in matlab☆91Updated 3 years ago
- A Tensorflow based library for Time Series Modelling with Gaussian Processes☆29Updated 6 months ago