etna
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tinkoff-ai
ETNA – Time-Series Library
### 🚀 Feature Request We have materials related to etna published on medium/habr, we could add links to them into our documentation. ### Proposal Create page "User Guide / Resources"...
### 🚀 Feature Request We have some kind of glossary in the library, but it isn't explicit. We could make it explicit as a separate documentation page. ### Proposal Add...
### 🚀 Feature Request Currently, we treat quantiles in the inverse transforms the same way as the target series. When using differentiation (`DifferencingTransform`) this might result in very wide and...
### 🚀 Feature Request Fix `mypy` warnings about untyped functions, because now it shows warnings like: ``` etna/transforms/decomposition/change_points_based/per_interval_models/constant.py:13: note: By default the bodies of untyped functions are not checked, consider...
### 🚀 Feature Request It is not possible to take average data for a certain period (start, stop). Important! The function "MeanTransform" takes data from future ### Proposal - [x]...
### 🚀 Feature Request Teach `OutliersTransform` to ignore holidays, which are not outliers in some sense. ### Proposal 1. Add parameters `ignore_flag_column: Optional[str] = None` -- if set, then it...
### 🚀 Feature Request Add possibility to perform different kids of aggregation for `seasonal` strategy in `TimeSeriesImputerTransform` ### Proposal 1. In `TimeSeriesImputerTransform` add parameter `aggregation_method: AggregationMode = "AggregationMode.mean` -- method...
### 🚀 Feature Request Add model based on Croston's method for intermittent demand. We could also try to implement some variations of this method. ### Proposal Add `CrostonModel`. - It...
### 🚀 Feature Request Create a transform that limits values of some feature between the borders. ### Proposal Create `LimitTransform`. Parameters: - `in_column`: column to make transformation on; - `lower_bound`:...
### 🚀 Feature Request We want to share the info about development process with the external users ### Proposal 1. Create public RoadMap.md for the current quarter, using the plans...