Neuralprophet

Latest version: v0.8.0

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1.0.0rc9

What's Changed
* [Major] Add support for Python 3.12, drop support for Python 3.8 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1544
* [Docs] update website to 1.0.0rc8 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1538
* [Devops] Upgrade dependencies to more recent range of dependencies by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1543



**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc8...1.0.0rc9

1.0.0rc8

What's Changed
* [Fix] Accessing None type config_refgressors (introduced by 1008) by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1536


**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc7...1.0.0rc8

1.0.0rc7

What's Changed
* [Major] Glocal Modelling v2 by alfonsogarciadecorral in https://github.com/ourownstory/neural_prophet/pull/1008


**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/0.7.0...1.0.0rc7

1.0.0rc6

* [Major] Throw RuntimeError when trying to fit model second time (Fixes 1493) by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1531
* [Major] reduce batch size for small datasets, reduce overall epochs for most datasets by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1533

1.0.0rc5

What's Changed
Breaking
(None)

Major
* [major] Training: increase default batch size by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1462
* [major] Training: update 1cycle lr to 3phase by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1450
* [major] Training: SmoothL1Loss update beta from 1.0 to 0.3 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1461

Minor
* [minor] Helperfunction to support equidistant data without datestamps by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1432
* [minor] Torch Load by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1473

Bugs
* [fix] Reduce saved model size by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1425
* [fix] Correct holiday test and update version by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1431
* [fix] Pytest for fix ValueError when plotting events components by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1434
* [fix] Pytests Plots by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1445

Documentation
* [docs] Removed incorrect comments. by thekoc in https://github.com/ourownstory/neural_prophet/pull/1421
* [docs] typo in README.md by eltociear in https://github.com/ourownstory/neural_prophet/pull/1436
* [docs] Update CONTRIBUTING.md Poetry dev install by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1357
* [Docs] fix-tutorial-data-descript daily not hourly by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1453
* [docs] SmoothL1Loss correctly mentioned instead of Huber by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1458
* [docs] README.md typos by VinayKokate22 in https://github.com/ourownstory/neural_prophet/pull/1472
* [docs] fix typos by Mayureshd-18 in https://github.com/ourownstory/neural_prophet/pull/1470
* [docs] Update README.md by harshhere905 in https://github.com/ourownstory/neural_prophet/pull/1467
* [docs] update lagged regressor tutorial by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1463
* [docs] added full_stops by bhargavshirin in https://github.com/ourownstory/neural_prophet/pull/1465
* [docs] Added contributors section to README.md by Kalyanimhala in https://github.com/ourownstory/neural_prophet/pull/1474
* [docs] fix typo in df_utils.py by eltociear in https://github.com/ourownstory/neural_prophet/pull/1478

Tests
* [tests] Model tests expansion (partially undone in 1464) by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1455
* [tests] add new test and remove 3 duplicate tests by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1464

Dev Ops
* [devops] bump version-number to 1.0.0rc5 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1440
* [devops] Update poetry lock to most recent dependencies by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1439
* [devops] Dev dependencies groups restructure by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1442
* [devops] bump-pandas-stubs-2 by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1441
* [Devops] group dev dependencies and update lock by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1448
* [Devops] Skip windows python 3.8 tests in ci.yml by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1449
* [Devops] Bump urllib3 from 2.0.6 to 2.0.7 by dependabot in https://github.com/ourownstory/neural_prophet/pull/1452
* [Devops] update metrics ci with new tests by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1457
* [Devops] Relax dependency ranges to next major number by ourownstory in https://github.com/ourownstory/neural_prophet/pull/1459
* [devops] Bump werkzeug from 3.0.0 to 3.0.1 by dependabot in https://github.com/ourownstory/neural_prophet/pull/1468
* [devops] Bump aiohttp from 3.8.6 to 3.9.0 by dependabot in https://github.com/ourownstory/neural_prophet/pull/1484

New Contributors
* thekoc made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1421
* eltociear made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1436
* VinayKokate22 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1472
* Mayureshd-18 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1470
* harshhere905 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1467
* bhargavshirin made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1465
* Kalyanimhala made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1474

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc4...1.0.0rc5

1.0.0rc4

What's Changed

Major changes
* [major] Upgrade to PyTorch 2 by noxan in https://github.com/ourownstory/neural_prophet/pull/1404

Minor changes
* [minor] Memory optimized stride function by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1400
* [minor] Speed up dataloader by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1360
* [minor] Memory efficient float32 types instead of float64 types by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1402
* [minor] Add a verbose option to NeuralProphet.test by c3-ziqin in https://github.com/ourownstory/neural_prophet/pull/1407

Bugs fixed
* [bug] Fix correct definition of torchmetrics inside pytorch lightning module by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1365
* [bug] fixed ruff warnings by leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1408
* [fix] Remove wrong plotting warning by Maisa-bs in https://github.com/ourownstory/neural_prophet/pull/1411
* Add the trainer back to the forecaster after saving model to file by c3-ziqin in https://github.com/ourownstory/neural_prophet/pull/1416
* [fix] Tutorials on Colab Crash by SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1418

New Contributors
* c3-ziqin made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1407
* Maisa-bs made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1411
* SimonWittner made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1418

**Full Changelog**: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc3...1.0.0rc4

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