etna
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tinkoff-ai
ETNA – Time-Series Library
### 🐛 Bug Report I run code from `How to reproduce` section with `PREDICTION_INTERVAL = False` and everything works good. If I run it with `PREDICTION_INTERVAL = True` it fails...
### 🚀 Feature Request Now, `TreeFeatureSelectionTransform` works x40 faster than `GaleShapleyFeatureSelectionTransform` and `MRMRFeatureSelectionTransform`, see the [notebook](https://github.com/tinkoff-ai/etna/blob/c2eb1ed3d21013d62ca8ac7bb68fd5c5fd24a6fd/examples/feature_selection.ipynb). We should try to speed them up. ### Proposal - Try to speed up...
### 🚀 Feature Request It can be useful to have a more strict rule about order of columns after `TSDataset.to_flatten`. ### Proposal I propose the following order of columns: *...
## Before submitting (must do checklist) - [ ] Did you read the [contribution guide](https://github.com/tinkoff-ai/etna/blob/master/CONTRIBUTING.md)? - [ ] Did you update the docs? We use Numpy format for all the...
### 🚀 Feature Request We do't need this class anymore. ### Proposal 1. Remove `Model` class: https://github.com/tinkoff-ai/etna/blob/0198d11943db4cfe8ad74632f6850d54f2f7a772/etna/models/base.py#L51 2. Change typing to `BaseModel` https://github.com/tinkoff-ai/etna/blob/0198d11943db4cfe8ad74632f6850d54f2f7a772/etna/models/base.py#L844 in model here: https://github.com/tinkoff-ai/etna/blob/0198d11943db4cfe8ad74632f6850d54f2f7a772/etna/models/tbats.py#L20 ### Test cases...
## Before submitting (must do checklist) - [x] Did you read the [contribution guide](https://github.com/tinkoff-ai/etna/blob/master/CONTRIBUTING.md)? - [x] Did you update the docs? We use Numpy format for all the methods and...
## Before submitting (must do checklist) - [x] Did you read the [contribution guide](https://github.com/tinkoff-ai/etna/blob/master/CONTRIBUTING.md)? - [x] Did you update the docs? We use Numpy format for all the methods and...
### 🚀 Feature Request We should separate our tutorials by level of expertize. We could also create some kind of gallery of them on the Tutorials page like in smth...
## Before submitting (must do checklist) - [x] Did you read the [contribution guide](https://github.com/tinkoff-ai/etna/blob/master/CONTRIBUTING.md)? - [x] Did you update the docs? We use Numpy format for all the methods and...
## Before submitting (must do checklist) - [x] Did you read the [contribution guide](https://github.com/tinkoff-ai/etna/blob/master/CONTRIBUTING.md)? - [x] Did you update the docs? We use Numpy format for all the methods and...