From 4ac2053c42104d657cdfab1b8215ef7a1dbc6d02 Mon Sep 17 00:00:00 2001 From: partev Date: Wed, 23 Jul 2025 22:37:32 -0400 Subject: [PATCH] fix typos and URL redirects in index.rst --- docs/index.rst | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/index.rst b/docs/index.rst index 13930b336..c7532cf83 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -26,7 +26,7 @@ or sequential Monte Carlo (SMC)). Installation and Testing ------------------------ -To install the latest releast of dynamax from PyPi: +To install the latest release of dynamax from PyPI: .. code-block:: console @@ -110,7 +110,7 @@ as we discuss below. More information can be found in these books: * "Machine Learning: Advanced Topics", K. Murphy, MIT Press 2023. Available at https://probml.github.io/pml-book/book2.html. - * "Bayesian Filtering and Smoothing, Second Edition", S. Särkkä and L. Svensson, Cambridge University Press, 2023. Available at http://users.aalto.fi/~ssarkka/pub/bfs_book_2023_online.pdf + * "Bayesian Filtering and Smoothing, Second Edition", S. Särkkä and L. Svensson, Cambridge University Press, 2023. Available at https://users.aalto.fi/~ssarkka/pub/bfs_book_2023_online.pdf Quickstart ---------- @@ -242,8 +242,8 @@ Related Libraries * hmmlearn_: Numpy / C++ library for HMMs * linderman-ssm-jax_: JAX library for SSMs (replaced by dynamax) * linderman-ssm-numpy_: Numpy / numba / autograd library for SSMs (replaced by dynamax) -* mattjj-pyhsmm_: Numpy / Cython library library for HMMs -* mattjj-pylds_: Numpy / Cython library library for linear dynamical systems +* mattjj-pyhsmm_: Numpy / Cython library for HMMs +* mattjj-pylds_: Numpy / Cython library for linear dynamical systems * pgm-jax_: JAX library for factor graphs * JSL_: JAX library for SSMs (replaced by dynamax) * pykalman_: Numpy library for (extended) Kalman filtering @@ -256,13 +256,13 @@ Related Libraries .. _distrax_hmm: https://github.com/deepmind/distrax/blob/master/distrax/_src/utils/hmm.py .. _filterpy: https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Python .. _hmmlearn: https://github.com/hmmlearn/hmmlearn -.. _JAX: https://github.com/google/jax +.. _JAX: https://github.com/jax-ml/jax .. _JSL: https://github.com/probml/JSL .. _linderman-ssm-jax: https://github.com/lindermanlab/ssm-jax .. _linderman-ssm-numpy: https://github.com/lindermanlab/ssm .. _mattjj-pyhsmm: https://github.com/mattjj/pyhsmm .. _mattjj-pylds: https://github.com/mattjj/pylds -.. _optax: https://github.com/deepmind/optax +.. _optax: https://github.com/google-deepmind/optax .. _pgm-jax: https://github.com/probml/pgm-jax .. _pykalman: https://pykalman.github.io/ .. _sarkka-parallel-non-linear-gaussian-smoothers: https://github.com/EEA-sensors/parallel-non-linear-gaussian-smoothers