Neural Prophet Versions Save

NeuralProphet: A simple forecasting package

0.8.0

2 months ago

Note: identical to 1.0.0rc9

Major Changes

[Major] Glocal Modelling V2: Local-Global mixture models by @alfonsogarciadecorral in https://github.com/ourownstory/neural_prophet/pull/1008
[Major] Add support for Python 3.12, drop support for Python 3.8 by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1544

Other Changes

[Fix] Accessing None type config_refgressors by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1536
[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/0.7.0...0.8.0

1.0.0rc9

2 months ago

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

2 months ago

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

3 months ago

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

0.7.0

3 months ago

Note: Identical to 1.0.0rc6

About

This is the first non-pre-release of a large set of changes destined for 1.0.0. We decided to do a regular beta release, as there should be no breaking changes and the main branch has been without major issues for a few months. This release contains many fixes and improvements compared to 0.6.x.

Major changes

Introduced in 1.0.0rc1:

[major] speed up nested additive model by @LeonieFreisinger in https://github.com/ourownstory/neural_prophet/pull/1311
[major] Drop Python 3.7 support and complete poetry migration by @noxan in https://github.com/ourownstory/neural_prophet/pull/1271

Introduced in 1.0.0rc3:

[major] Speed up split_df by vectorizing for loops by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1356

Introduced in 1.0.0rc4:

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

Introduced in 1.0.0rc5:

[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

Introduced in 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

Everything that has changed since 0.6.0

[major] Drop Python 3.7 support and complete poetry migration by @noxan in https://github.com/ourownstory/neural_prophet/pull/1271
[docs] Revamp of feature guides by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1301
[website] Fix the deployment of the website with poetry by @noxan in https://github.com/ourownstory/neural_prophet/pull/1307
Uncertainty quantification tutorial by @christymctse in https://github.com/ourownstory/neural_prophet/pull/1225
[minor] Add static plotly backend by @hxyue1 in https://github.com/ourownstory/neural_prophet/pull/1286
[docs] Update documentation website by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1309
[minor] Update dependencies to latest versions by @noxan in https://github.com/ourownstory/neural_prophet/pull/1305
[docs] added reproducibility to tutorial 10 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1310
[minor] Unify version number handling, remove setup.py and migrate content by @noxan in https://github.com/ourownstory/neural_prophet/pull/1316
[refactor] Uncertainty streamline naming by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1262
[major] speed up nested additive model by @LeonieFreisinger in https://github.com/ourownstory/neural_prophet/pull/1311
bump version number to 1.0.0rc1 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1319
[fix] Downgrade kaleido version to 0.2.1 to fix installs by @noxan in https://github.com/ourownstory/neural_prophet/pull/1320
bump version number to 1.0.0rc2 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1321
Bump flask from 2.3.1 to 2.3.2 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1318
[docs] fix showing of plots in tutorials and feature guides by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1322
update selective forecasting tests by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1312
[devops] Remove macos and windows from Github actions by @noxan in https://github.com/ourownstory/neural_prophet/pull/1325
[docs] prettify application examples by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1328
[devops] Add ruff github action by @noxan in https://github.com/ourownstory/neural_prophet/pull/1324
[refactor] Ruff fixes by @noxan in https://github.com/ourownstory/neural_prophet/pull/1327
[docs] Fix prophet tutorial by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1332
[docs] update prophet tutorials by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1334
Remove type conversion for _stride_lagged_features and _stride_future… by @hxyue1 in https://github.com/ourownstory/neural_prophet/pull/1331
Bump requests from 2.30.0 to 2.31.0 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1337
[docs] Clear plotting tutorial by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1343
(Fix) pytorch_lightning<2.0.0 callbacks named ProgressBarBase instead of ProgressBar by @JSarsfield in https://github.com/ourownstory/neural_prophet/pull/1344
[minor] fixed prediction_frequency when quantiles are set by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1347
[minor] fix sum of components by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1349
fix tutorials link in readme by @ShreyaKhurana in https://github.com/ourownstory/neural_prophet/pull/1353
[major] Speed up split_df by vectorizing for loops by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1356
[docs] ar layers fixed in uncertainty tutorial by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1364
Fixes failing tests by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1381
[docs] Small fixes in documentation by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1380
[docs] New feature guide with industry application and tool by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1369
[bug] Fix pyright and flake8 warnings by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1392
Update poetry dependencies by @noxan in https://github.com/ourownstory/neural_prophet/pull/1390
[bug] Trend plotting when using numpy 1.24 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1395
bump version number to 1.0.0rc3 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1396
[bug] Fix correct definition of torchmetrics inside pytorch lightning module by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1365
[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
[bug] fixed ruff warnings by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1408
[minor] Add a verbose option to NeuralProphet.test by @c3-ziqin in https://github.com/ourownstory/neural_prophet/pull/1407
[fix] Remove wrong plotting warning by @Maisa-bs in https://github.com/ourownstory/neural_prophet/pull/1411
[major] Upgrade to PyTorch 2 by @noxan in https://github.com/ourownstory/neural_prophet/pull/1404
Bump tornado from 6.3.2 to 6.3.3 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1412
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
bump version number to 1.0.0rc4 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1424
[docs] Removed incorrect comments. by @thekoc in https://github.com/ourownstory/neural_prophet/pull/1421
[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
[docs] typo in README.md by @eltociear in https://github.com/ourownstory/neural_prophet/pull/1436
[fix] Pytest for fix ValueError when plotting events components by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1434
[minor] Helperfunction to support equidistant data without datestamps by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1432
[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
[docs] Update CONTRIBUTING.md Poetry dev install by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1357
[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
[fix] Pytests Plots by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1445
[tests] Model tests expansion (partially undone in #1464) by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1455
[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
[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
[tests] add new test and remove 3 duplicate tests by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1464
[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
[devops] Bump werkzeug from 3.0.0 to 3.0.1 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1468
[docs] Added contributors section to README.md by @Kalyanimhala in https://github.com/ourownstory/neural_prophet/pull/1474
[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] Torch Load by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1473
[docs] fix typo in df_utils.py by @eltociear in https://github.com/ourownstory/neural_prophet/pull/1478
[devops] Bump aiohttp from 3.8.6 to 3.9.0 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1484
[Docs] MLflow tutorial by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1494
[Devops] Bump jinja2 from 3.1.2 to 3.1.3 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1506
[Fix] Plot_parameter - Yearly Seasonality by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1501
[Docs] Fix MLFlow Sphinx test error by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1508
[Devops] Upgrade to Pandas 2.0.0 by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1498
[Devops] Upgrade to torch >=2.0.0 by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1512
[Devops] Support python 3.11 by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1513
[Fix] loading model on machine with different accelerator by @McOffsky in https://github.com/ourownstory/neural_prophet/pull/1509
[Devops] Upgrade tests to Python 3.11 and remove windows by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1515
[Docs] Adding experiment to MLflow_and_NeuralProphet.ipynb by @cargecla1 in https://github.com/ourownstory/neural_prophet/pull/1499
[Devops] Poetry Dev dependencies update by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1530
[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
[Devops] bump version 0.7.0 by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1534

New Contributors

@hxyue1 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1286
@dependabot made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1318
@ShreyaKhurana made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1353
@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
@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
@McOffsky made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1509
@cargecla1 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1499

Full Changelog: https://github.com/ourownstory/neural_prophet/compare/0.6.0...0.7.0

1.0.0rc6

3 months ago

Major changes

[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

Fixes

[Fix] loading model on machine with different accelerator by @McOffsky in https://github.com/ourownstory/neural_prophet/pull/1509
[Fix] Plot_parameter - Yearly Seasonality by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1501

Documentation

[Docs] Fix MLFlow Sphinx test error by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1508
[Docs] MLflow tutorial by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1494
[Docs] Adding experiment to MLflow_and_NeuralProphet.ipynb by @cargecla1 in https://github.com/ourownstory/neural_prophet/pull/1499

Dependencies and tests

[Devops] Bump jinja2 from 3.1.2 to 3.1.3 by @dependabot in https://github.com/ourownstory/neural_prophet/pull/1506
[Devops] Upgrade to Pandas 2.0.0 by @SimonWittner in https://github.com/ourownstory/neural_prophet/pull/1498
[Devops] Upgrade to torch >=2.0.0 by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1512
[Devops] Support python 3.11 by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1513
[Devops] Upgrade tests to Python 3.11 and remove windows by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1515
[Devops] Poetry Dev dependencies update by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1530

New Contributors

@McOffsky made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1509
@cargecla1 made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1499

Full Changelog: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc5...1.0.0rc6

1.0.0rc5

5 months ago

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

7 months ago

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

1.0.0rc3

9 months ago

What's Changed

Major

[major] Speed up split_df by vectorizing for loops by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1356

Minor

update selective forecasting tests by @ourownstory in https://github.com/ourownstory/neural_prophet/pull/1312
[devops] Remove macos and windows from Github actions by @noxan in https://github.com/ourownstory/neural_prophet/pull/1325
[devops] Add ruff github action by @noxan in https://github.com/ourownstory/neural_prophet/pull/1324
[refactor] Ruff fixes by @noxan in https://github.com/ourownstory/neural_prophet/pull/1327
Remove type conversion for _stride_lagged_features and _stride_future… by @hxyue1 in https://github.com/ourownstory/neural_prophet/pull/1331
[minor] fixed prediction_frequency when quantiles are set by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1347
Update poetry dependencies by @noxan in https://github.com/ourownstory/neural_prophet/pull/1390
[minor] fix sum of components by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1349

Bug fixes

[bug] Fix pyright and flake8 warnings by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1392
[bug] Trend plotting when using numpy 1.24 by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1395
(Fix) pytorch_lightning<2.0.0 callbacks named ProgressBarBase instead of ProgressBar by @JSarsfield in https://github.com/ourownstory/neural_prophet/pull/1344
Fixes failing tests by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1381

Docs

[docs] fix showing of plots in tutorials and feature guides by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1322
[docs] prettify application examples by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1328
[docs] Fix prophet tutorial by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1332
[docs] update prophet tutorials by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1334
[docs] Clear plotting tutorial by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1343
fix tutorials link in readme by @ShreyaKhurana in https://github.com/ourownstory/neural_prophet/pull/1353
[docs] ar layers fixed in uncertainty tutorial by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1364
[docs] Small fixes in documentation by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1380
[docs] New feature guide with industry application and tool by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1369

New Contributors

@ShreyaKhurana made their first contribution in https://github.com/ourownstory/neural_prophet/pull/1353

Full Changelog: https://github.com/ourownstory/neural_prophet/compare/1.0.0rc2...1.0.0rc3

0.6.2

11 months ago

What's Changed

fixed assert error by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1354
fixed component computation by @leoniewgnr in https://github.com/ourownstory/neural_prophet/pull/1350