diff --git a/README.md b/README.md index d2145794cd8aa997dd7f09a9b15bf506d6f523d3..9f1574d77839061641fc18768294a7f562fd82d8 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# A distributed Split-Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems +# A Distributed Block-Split-Gibbs Sampler (DSGS) with Hypergraph Structure for High-Dimensional Inverse Problems [](LICENSE) [](#) @@ -15,7 +15,7 @@ ## Table of content -- [A distributed Split-Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems](#a-distributed-split-gibbs-sampler-with-hypergraph-structure-for-high-dimensional-inverse-problems) +- [A Distributed Block-Split-Gibbs Sampler (DSGS) with Hypergraph Structure for High-Dimensional Inverse Problems](#a-distributed-block-split-gibbs-sampler-dsgs-with-hypergraph-structure-for-high-dimensional-inverse-problems) - [Table of content](#table-of-content) - [Description](#description) - [Installation](#installation) diff --git a/docs/source/index.rst b/docs/source/index.rst index a4dfd3a8794d1d02651572fa50c5689127a2db8f..4fef1456eee86e08e7b317af497cded9c9ba3ee0 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -1,9 +1,7 @@ ``dsgs`` documentation ====================== -This library provides the Python implementation of a distributed Split-Gibbs sampler (SGS) :cite:p:`Vono2019tsp`, with specific applications to imaging inverse problems. - -The library currently contains codes to reproduce the experiments reported in :cite:p:`Thouvenin2023`. +This library provides the Python implementation of a distributed split-Gibbs sampler (SGS) :cite:p:`Vono2019tsp` with specific applications to imaging inverse problems. The library currently contains codes to reproduce the experiments reported in :cite:p:`Thouvenin2023`. .. toctree::