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Most of the feature preprocessors that we use are based on linear methods. We should look into adding non-linear dimensionality reduction preprocessors, such as:
- http://scikit-learn.org/stable/modul…
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### Describe the current behavior
Currently, the Woodburry matrix identity usage is coded in the DCsensitivityanalysis rather than be a generic tool callable by any class. For instance, this implie…
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Hello,may I ask if this github warehouse is about that paper? I saw that the project contained some matrix decomposition methods, and I looked at the code and felt that it benefited for me. But I don'…
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There is a numeric series of temporal data, for example, temperature.
We need to get information about what cycles the series has (at what amplitude, at what period and so on). One possible method …
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This feature would add methods to the IamDataFrame to compute Kaya identity factors according to the methodology described in Koomey et al 2019 and 2022.
[KoomeyExploringBlackBox2022FINAL.pdf](http…
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Following the progress with Ticket #30307, we propose to add computational functionalities with tensors via the tensor train decomposition, which is an idea originally named Matrix Product States in…
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(from #31992)
#31942 added `_sympy_` methods that provide conversion of Sage matrices and vectors to Sympy, as well as the conversion from Sympy to Sage using monkey-patched `_sage_` methods.
Bas…
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**Issue by [alex-hse-repository](https://github.com/alex-hse-repository)**
_Thursday Jun 02, 2022 at 15:46 GMT_
_Originally opened as https://github.com/tinkoff-ai/etna/issues/729_
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In my opinion (some users also have commented), the variables collected by iMammalia in the METHODS and TYPE sections are overlapping a little. I think that keeping only the TYPE variable would be mor…