Prediction Intervals

[GrigoriJasnovidov]

Prediction intervals for time series forecasting task functionality, unit tests and examples.

[codecov]

Codecov Report

Merging #1149 (d88d9ec) into master (634de80) will increase coverage by 1.78%.
Report is 5 commits behind head on master.
The diff coverage is 67.97%.

@@            Coverage Diff             @@
##           master    #1149      +/-   ##
==========================================
+ Coverage   78.48%   80.26%   +1.78%     
==========================================
  Files         130      142      +12     
  Lines        9323     9863     +540     
==========================================
+ Hits         7317     7917     +600     
+ Misses       2006     1946      -60     

Files Changed	Coverage Δ
...intervals/solvers/last_generation_quantile_loss.py	22.44% <22.44%> (ø)
...edot/core/pipelines/prediction_intervals/tuners.py	35.71% <35.71%> (ø)
...re/pipelines/prediction_intervals/visualization.py	39.24% <39.24%> (ø)
...dot/core/pipelines/prediction_intervals/metrics.py	66.66% <66.66%> (ø)
fedot/core/pipelines/prediction_intervals/utils.py	69.51% <69.51%> (ø)
fedot/core/pipelines/prediction_intervals/main.py	77.77% <77.77%> (ø)
...tion_intervals/solvers/best_pipelines_quantiles.py	79.41% <79.41%> (ø)
...e/pipelines/prediction_intervals/graph_distance.py	86.36% <86.36%> (ø)
...core/pipelines/prediction_intervals/ts_mutation.py	97.36% <97.36%> (ø)
...ion_intervals/solvers/mutation_of_best_pipeline.py	98.27% <98.27%> (ø)
... and 2 more

... and 21 files with indirect coverage changes

[nicl-nno]

Оставил несколько небольших комментариев.

[aim-pep8-bot]

Hello @GrigoriJasnovidov! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:

There are currently no PEP 8 issues detected in this Pull Request. Cheers! 🍻

Comment last updated at 2023-09-04 10:09:29 UTC