From cba209c49e0fda73172d2e853b85c747f9f5117e Mon Sep 17 00:00:00 2001 From: Nils Date: Thu, 16 Sep 2021 17:21:09 +0200 Subject: [PATCH] docs(pytorch_ops): Pages for ARMA models, conceptors and ESN extension. --- docs/index.rst | 11 +++++++++++ docs/notes/amra_models.rst | 20 ++++++++++++++++++++ docs/notes/conceptors.rst | 16 ++++++++++++++++ docs/notes/extending_esn.rst | 21 +++++++++++++++++++++ docs/themes/README.rst | 0 5 files changed, 68 insertions(+) create mode 100644 docs/notes/amra_models.rst create mode 100644 docs/notes/conceptors.rst create mode 100644 docs/notes/extending_esn.rst create mode 100644 docs/themes/README.rst diff --git a/docs/index.rst b/docs/index.rst index 1eddc19..61189f5 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -39,6 +39,17 @@ generate time series data for your research. time_tensors basetensors +.. toctree:: + :maxdepth: 1 + :caption: Libraries + + torchaudio + torchtext + torchvision + TorchServe + PyTorch on XLA Devices + + .. toctree:: :glob: :maxdepth: 1 diff --git a/docs/notes/amra_models.rst b/docs/notes/amra_models.rst new file mode 100644 index 0000000..e8ab424 --- /dev/null +++ b/docs/notes/amra_models.rst @@ -0,0 +1,20 @@ +Moving Average and Autoregressive Models +======================================== + +This note will present an overview of moving average (MA) and Auto-regression (AR) models implementation with EchoTorch. + +.. _esn_model: + +The Echo State Network model +^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. _callbacks: + +Callbacks +^^^^^^^^^ + +.. _own_callbacks: + +Create your own callbacks +^^^^^^^^^^^^^^^^^^^^^^^^^ + diff --git a/docs/notes/conceptors.rst b/docs/notes/conceptors.rst new file mode 100644 index 0000000..ca2e5f8 --- /dev/null +++ b/docs/notes/conceptors.rst @@ -0,0 +1,16 @@ +Conceptors and Self-Predicting ESN +================================== + +This note will present an overview of how Conceptors and Self-Predicting ESN with EchoTorch. + +.. _self_predicting_esn: + +Self-Predicting Echo State Networks +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. _Conceptors: + +Conceptors +^^^^^^^^^ + + diff --git a/docs/notes/extending_esn.rst b/docs/notes/extending_esn.rst new file mode 100644 index 0000000..1896cf2 --- /dev/null +++ b/docs/notes/extending_esn.rst @@ -0,0 +1,21 @@ +Extending Echo State Networks +============================= + +This note will present an overview of how Echo State Networks extention +capability of EchoTorch. + +.. _esn_model: + +The Echo State Network model +^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +.. _callbacks: + +Callbacks +^^^^^^^^^ + +.. _own_callbacks: + +Create your own callbacks +^^^^^^^^^^^^^^^^^^^^^^^^^ + diff --git a/docs/themes/README.rst b/docs/themes/README.rst new file mode 100644 index 0000000..e69de29