Pinned Repositories
as-data-sets
Active Subspace Data Sets
CppGPs
Implementation of Numerical Gaussian Processes in C++
cython-book
Learning Cython packtpub.com code examples.
DGP
Deep Gaussian process emulation using stochastic imputation
DGPs_with_IWVI
Deep Gaussian Processes with Importance-Weighted Variational Inference
docs
TensorFlow documentation
GPJax
A didactic Gaussian process package for researchers in Jax.
NumericalGP
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
pybind11_examples
Examples for the usage of "pybind11"
sghmc_dgp
izsahara's Repositories
izsahara/as-data-sets
Active Subspace Data Sets
izsahara/CppGPs
Implementation of Numerical Gaussian Processes in C++
izsahara/cython-book
Learning Cython packtpub.com code examples.
izsahara/DGP
Deep Gaussian process emulation using stochastic imputation
izsahara/DGPs_with_IWVI
Deep Gaussian Processes with Importance-Weighted Variational Inference
izsahara/docs
TensorFlow documentation
izsahara/GPJax
A didactic Gaussian process package for researchers in Jax.
izsahara/NumericalGP
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
izsahara/pybind11_examples
Examples for the usage of "pybind11"
izsahara/sghmc_dgp
izsahara/emukit
A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
izsahara/fdml
izsahara/george
Fast and flexible Gaussian Process regression in Python
izsahara/GPmat
Matlab implementations of Gaussian processes and other machine learning tools.
izsahara/GPy
Gaussian processes framework in python
izsahara/KADAL
Kriging for Analysis, Design optimization, And expLoration (KADAL)
izsahara/Panel_Methods
Source and vortex panel method codes referenced in my YouTube videos.
izsahara/sharpy
Simulation of High Aspect Ratio aeroplanes and wind turbines in Python: a nonlinear aeroelastic code
izsahara/skgp
Extended Gaussian Process functionality for sklearn
izsahara/Structured_DGP
izsahara/SVMpy
This code was written during the writing of my undergraduate thesis as a means to understand the inner details of Support Vector Machines. This includes a rough translation of the original \epsilon -SVR and \nu -SVR based on the C source code (https://www.csie.ntu.edu.tw/~cjlin/libsvm/))
izsahara/tsdl
The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.
izsahara/TutorialGP
Tutorial on Gaussian Processes
izsahara/vargplvm
Bayesian GPLVM in MATLAB and R