v1.0.8-py

Installation

pip install smooth

Verification

Wheels are signed with Sigstore and ship with PEP 740 attestations — SLSA Build Level 3 provenance. Verify a downloaded wheel:

pip install pypi-attestations
pypi-attestations verify pypi --repository https://github.com/openforecast-org/smooth smooth-*.whl

What's Changed

See the auto-generated release notes below.

What's Changed

• Syncing the branches by @config-i1 in #395
• Python by @FilTheo in #367
• CES in Python by @config-i1 in #398
• Python by @config-i1 in #399

Full Changelog: v1.0.5...v1.0.8

v1.0.7-py

Installation

pip install smooth

Verification

Wheels are signed with Sigstore and ship with PEP 740 attestations — SLSA Build Level 3 provenance. Verify a downloaded wheel:

pip install pypi-attestations
pypi-attestations verify pypi --repository https://github.com/openforecast-org/smooth smooth-*.whl

What's Changed

See the auto-generated release notes below.

Full Changelog: v1.0.6-py...v1.0.7-py

v1.0.6-py

Installation

pip install smooth

Verification

Wheels are signed with Sigstore and ship with PEP 740 attestations — SLSA Build Level 3 provenance. Verify a downloaded wheel:

pip install pypi-attestations
pypi-attestations verify pypi --repository https://github.com/config-i1/smooth smooth-*.whl

What's Changed

See the auto-generated release notes below.

What's Changed

• Occurrence model
• CES
• Simulation functions

More details:

• Syncing the branches by @config-i1 in #395
• Python by @FilTheo in #367
• Bringing up to speeeeeeeeeeed by @config-i1 in #397
• CES in Python by @config-i1 in #398
• Python by @config-i1 in #399

Full Changelog: v1.0.5...v1.0.6-py

Refit, reapply, and more

What's Changed

• Reapply & reforecast in Python + standard losses in OM/OMG by @config-i1 in #394
• OM now has sigma and scale
• multicov method for ADAM, ES, MSARIMA, OM, OMG
• Single-step losses for OM/OMG (such as MAE, MSE etc). + Custom loss support
• Updates in the hessian - now it uses relative steps
• "complete" and "confidence" intervals in ADAM.predict()
• Some bugfixes

Full Changelog: v1.0.4-py...v1.0.5-py

Installation

pip install smooth

Verification

Wheels are signed with Sigstore and ship with PEP 740 attestations — SLSA Build Level 3 provenance. Verify a downloaded wheel:

pip install pypi-attestations
pypi-attestations verify pypi --repository https://github.com/config-i1/smooth smooth-*.whl

Vcov, confint and summary in Python + SMA

Installation

pip install smooth

Or install from this release:

pip install <wheel-file-for-your-platform>

What's Changed

See the release notes below.

What's Changed

• Occurrence model fixes by @config-i1 in #376
• Place of the sticker to the Python branch by @config-i1 in #369
• Simple Moving Average in Python by @config-i1 in #380
• Forward run by @config-i1 in #381
• Forward run to update the repo by @config-i1 in #382
• Occurrence model bugfixes by @config-i1 in #384
• vcov, confint and summary methods for the om class by @config-i1 in #385
• More code to the god of code! by @config-i1 in #386
• vcov, confint and summary in Python by @config-i1 in #387
• Moved lowess to greybox, introduced mypy by @config-i1 in #388
• README fixes by @config-i1 in #389
• Python by @config-i1 in #390
• Amending workflow to compile for 3.14 by @config-i1 in #391

Full Changelog: v1.0.3-py...v1.0.4-py

Occurrence model and some fixes

Installation

pip install smooth

Or install from this release:

pip install <wheel-file-for-your-platform>

What's Changed

See the release notes below.

What's Changed

• Fixes in simulated prediction interval by @config-i1 in #371
• Bringing the newer code to the occurrence branch by @config-i1 in #373
• Occurrence model by @config-i1 in #374
• Occurrence model in Python by @config-i1 in #375

Full Changelog: v1.0.2-py...v1.0.3-py

Snakes with bugs

Installation

pip install smooth

Or install from this release:

pip install <wheel-file-for-your-platform>

What's Changed

See the release notes below.

What's Changed

• Fixes in the simulated interval construction by @config-i1 in #370
• Explanatory variables fixes by @config-i1 in #372

Full Changelog: v1.0.1-py...v1.0.2-py

Pythonification continued

Installation

pip install smooth

Or install from this release:

pip install <wheel-file-for-your-platform>

What's Changed

See the release notes below.

What's Changed

• Bringing up to speed by @config-i1 in #336
• Restarting the work with the explanatory variables by @config-i1 in #341
• Python by @config-i1 in #348
• Feature/arima by @config-i1 in #356
• Bringing the branch up to speed by @config-i1 in #357
• Python by @config-i1 in #358
• Fixing the constant by @config-i1 in #359
• MSARIMA and arma fixes by @config-i1 in #360
• Update the branch by @config-i1 in #361
• AutoADAM by @config-i1 in #362
• Outlier detection mechanism by @config-i1 in #364
• Python by @config-i1 in #365
• Plotting intervals after model.predict() by @config-i1 in #368

Full Changelog: v1.0.0-py...v1.0.1-py

The first release on PyPI

Installation

pip install smooth

Or install from this release:

pip install <wheel-file-for-your-platform>

What's Changed

See the release notes below.

What's Changed

• SpARMA with flexible orders by @config-i1 in #294
• Bringing up to speeeeed! by @config-i1 in #296
• Update the branch. sparma is the main change by @config-i1 in #297
• Fixes, fixes, fixes by @config-i1 in #329
• Python updates, improvements and stuff to make consistent with R by @config-i1 in #330
• Fixes in side and level. The latter can now be a vector (like in R) by @config-i1 in #331
• Python fixes for cumulative parameter by @config-i1 in #332
• show_version by @config-i1 in #333
• up to speeeeed by @config-i1 in #338

Full Changelog: v4.4.0...v1.0.0-py

Snakes and ladders

Installation

Or install from this release:

pip install <wheel-file-for-your-platform>

What's Changed

The main thing is the Python implementation of ADAM and ES. These have only the basic functionality at the moment, but we are working on introducing more features.

New Contributors

• @ltsaprounis made their first contribution in #203
• @MonikaZimmermann made their first contribution in #220
• @FilTheo made their first contribution in #235

Full Changelog: v4.0.1...v4.4.0