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What is the proposed method of installation in Mac silicon M1?
After a lot of trials, my installation worked with the following set of commands on a **x86** architecture conda env
##### in new p…
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TSF functionality should be implemented using FEDOT as a core.
The DL models for forecasting should be added as candidate operations.
They can be obtained from:
https://github.com/jdb78/pytorch…
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If we want to implement this approach in fedot we need to consider aspects and limitations below:
1) We would get different window size in each cv fold that will affect on dimension for following mod…
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1. TS data splitter.
1.1 Подтянуть изменения Валеры.
1.2 Адаптировать для API
1.3 Реализовать тестовый пример, который состоит из загрузки данных, ее разметки, обучения модели, инферен…
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If as a mutation function provided instance of custom class or partial, GOLEM rises TypeError exception on serialization parent_operator field of individual.
```
File "f:\GEFEST\.venv\lib\site-p…
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Currently OptHistories can be very large objects, with a size > 1Gb e.g. for molecular search or any graphs with large state.
It's quite unmanagable if we just want to have, say, 10 trials and buil…
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As a part of MetaAutoML project, the feature of surrogate-assisted evolution is required in FEDOT optmiser.
As a first step, the simpe surrogate scheme can be implemened - e.g. surrogate estimation…
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A lot of messages appear during launch
Example:
```
from fedot.api.main import Fedot
model = Fedot(problem='regression', timeout=1)
# fit model with AutoML
train_columns = df.columns[:-1]
…
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Требуется либо избавиться от "ненужных модулей" либо объединить их между собой.
1. fedot_ind/core/operation/interfaces/industrial_preprocessing_strategy.py имеет вот такой словарь моделей из индастри…