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aimclub / Fedot.Industrial

Python framework for automated time series classification, regression and forecasting
https://fedotindustrial.readthedocs.io
BSD 3-Clause "New" or "Revised" License
84 stars 7 forks source link

Deepar #150

Closed leostre closed 3 months ago

leostre commented 3 months ago

DeepAR model for time series forecasting has been developed, added variational losses + example notebook

pep8speaks commented 3 months ago

Thanks for update, @leostre!

Line 418:9: F841 local variable 'kwargs' is assigned to but never used

Line 194:5: E704 multiple statements on one line (def) Line 316:9: F901 'raise NotImplemented' should be 'raise NotImplementedError'

Line 14:1: F403 'from fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations import *' used; unable to detect undefined names Line 16:121: E501 line too long (127 > 120 characters) Line 75:36: F405 'PCAImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations Line 76:41: F405 'FastICAImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations Line 77:46: F405 'PolyFeaturesImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations Line 142:20: F405 'ScalingImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations Line 143:26: F405 'NormalizationImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations Line 145:30: F405 'ImputationImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations Line 147:23: F405 'KernelPCAImplementation' may be undefined, or defined from star imports: fedot.core.operations.evaluation.operation_implementations.data_operations.sklearn_transformations

Comment last updated at 2024-06-14 12:43:13 UTC
codecov[bot] commented 3 months ago

Codecov Report

Attention: Patch coverage is 80.98765% with 77 lines in your changes missing coverage. Please review.

Project coverage is 48.92%. Comparing base (e66a123) to head (68e8858). Report is 55 commits behind head on main.

Files with missing lines Patch % Lines
fedot_ind/core/models/nn/network_impl/deepar.py 84.19% 46 Missing :warning:
fedot_ind/core/models/nn/network_modules/losses.py 72.56% 31 Missing :warning:
Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #150 +/- ## ========================================== + Coverage 47.65% 48.92% +1.26% ========================================== Files 108 109 +1 Lines 10713 11116 +403 ========================================== + Hits 5105 5438 +333 - Misses 5608 5678 +70 ``` | [Flag](https://app.codecov.io/gh/aimclub/Fedot.Industrial/pull/150/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=aimclub) | Coverage Δ | | |---|---|---| | [unittests](https://app.codecov.io/gh/aimclub/Fedot.Industrial/pull/150/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=aimclub) | `48.92% <80.98%> (+1.26%)` | :arrow_up: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=aimclub#carryforward-flags-in-the-pull-request-comment) to find out more.

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