Valerii Pokrovskii

Results 26 issues of Valerii Pokrovskii

Due to some insafe emerged by splitting data with validation_blocks > 1 target in test data can be not obvious leak target into features. This behaviour tend to data leaks...

time series

I propose idea that we can pass exog time series directly in all nodes instead manually creating complicated pipelines with different time-series sources. Now we need to create input data...

time series

I have a suspicion that empirical mutation probabilities are different from the theoretical. What I mean: [Here ](https://github.com/aimclub/GOLEM/blob/main/golem/core/optimisers/genetic/operators/mutation.py#L102) when we call mutation, we iterative choose mutation until it can be...

enhancement
architecture
research

Due to implementation new methods for estimation window size it's important to compare they performance. What I assume to do: - [ ] Make an experiment for evaluating accuracy of...

enhancement
good first issue

fix https://github.com/ITMO-NSS-team/GAMLET/issues/71

WIP closes #1303