tgcsaba
Hey, I'm a Maths and ML PhD student at Oxford. Some of my interests: GP/RKHS methods, deep learning, signature methods, time series, graphs
University of OxfordOxford
Pinned Repositories
gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
GP-VAE
TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155
GPSig
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
graph2tens
Capturing Graphs with Hypo-Elliptic Diffusions
KSig
A scikit-learn compatible Python package for GPU-accelerated computation of the signature kernel using CuPy.
seq2tens
Seq2Tens: An efficient representation of sequences by low-rank tensor projections
tensorflow
An Open Source Machine Learning Framework for Everyone
tgcsaba's Repositories
tgcsaba/GPSig
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances
tgcsaba/seq2tens
Seq2Tens: An efficient representation of sequences by low-rank tensor projections
tgcsaba/KSig
A scikit-learn compatible Python package for GPU-accelerated computation of the signature kernel using CuPy.
tgcsaba/graph2tens
Capturing Graphs with Hypo-Elliptic Diffusions
tgcsaba/GP-VAE
TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155
tgcsaba/tensorflow
An Open Source Machine Learning Framework for Everyone