HOTTBOX 0.3.1

[IlyaKisil]

Type of change

• New feature (adds functionality)
• This change requires a documentation update

Proposed changes

Added

• CMTF - An algorithm for Coupled Matrix and Tensor factorization for two Tensors of order n and 2 with respect to a specified rank
• RandomisedCPD - An algorithm for Randomised Canonical Polyadic Decomposition.
• Parafac2 - An algorithm for PARAFAC2 model computed via ALS
• TelVI and TelVAC - Algorithms under Tensor Ensemble Learning (TEL) framework
• Various utils for generations and validation of multi-dimensional arrays
• Toggle button into code examples in API documentation. It hides python prompts and output, making copying samples much easier.

Changed

• New look of our documentation page which is now based on guzzle_sphinx_theme
• New structure of documentation, each method or class resides in a separate webpage (thanks to sphinx templating).

[coveralls]

Pull Request Test Coverage Report for Build 74

• 1271 of 1477 (86.05%) changed or added relevant lines in 38 files are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage decreased (-3.5%) to 94.313%

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Changes Missing Coverage	Covered Lines	Changed/Added Lines	%
hottbox/utils/generation/matrices.py	16	17	94.12%
hottbox/core/operations.py	14	16	87.5%
hottbox/core/structures.py	21	23	91.3%
hottbox/algorithms/decomposition/fusion/cmtf.py	84	87	96.55%
hottbox/metrics/classification.py	0	4	0.0%
hottbox/utils/generation/special.py	48	52	92.31%
hottbox/algorithms/decomposition/cpd.py	159	165	96.36%
hottbox/datasets/synthetic.py	22	28	78.57%
hottbox/utils/validation/checks.py	32	38	84.21%
hottbox/utils/generation/basic.py	69	76	90.79%

Totals
Change from base Build 36:	-3.5%
Covered Lines:	5722
Relevant Lines:	6042

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💛 - Coveralls