Tensor-class

Tensor

An S4 class for a tensor with arbitrary number of modes. The Tensor class extends the base "array" class to include additional tensor manipulation (folding, unfolding, reshaping, subsetting) as well as a formal class definition that enables more explicit tensor algebra.

Implement weighted higher-order initialization and angle-based iteration for multi-way spherical clustering under degree-corrected tensor block model. See reference Jiaxin Hu and Miaoyan Wang (2023) <doi:10.1109/TIT.2023.3239521>.

Jiaxin Hu

dTBM

Multi-Way Spherical Clustering via Degree-Corrected Tensor Block
Models

Miaoyan Wang

Tensor-class function

<dl>
<dt>num_modes</dt>
<dd>number of modes (integer)</dd></dl><dt>modes</dt>
<dd>vector of modes (integer), aka sizes/extents/dimensions</dd><dt>data</dt>
<dd>actual data of the tensor, which can be 'array' or 'vector'</dd>

Slots

James Li <a href="/link/jamesyili%40gmail.com?package=dTBM&version=3.0" data-mini-rdoc="dTBM::jamesyili@gmail.com">jamesyili@gmail.com</a>

Author

S4 Class for a Tensor — Tensor-class

<dl>
<dt>num_modes</dt>
<dd>number of modes (integer)</dd>

<dt>modes</dt>
<dd>vector of modes (integer), aka sizes/extents/dimensions</dd>

<dt>data</dt>
<dd>actual data of the tensor, which can be 'array' or 'vector'</dd>


</dl>

James Li <a href='mailto:jamesyili@gmail.com'>jamesyili@gmail.com</a>

Tensor-class: S4 Class for a Tensor

Description

Arguments

Slots

Author

References

See Also