v0.2.6

What's Changed

• Bnb/lr features ordering by @bnb32 in #289
• correct leap day handling by @bnb32 in #290
• Bnb/writers refactor by @bnb32 in #291
• time_feature added for temporal encoding. tests added for basic featu… by @bnb32 in #293
• add mode kwarg to samplers. by @bnb32 in #295
• remove flake8 and pylint from pre commit and gha by @bnb32 in #296
• lat / lon sinusoidal encoding by @bnb32 in #297
• Allow more flexible configs by @ppinchuk in #299
• feat: custom loss with specific input features. by @bnb32 in #301
• Minor bugfix in array output shapes by @ppinchuk in #302
• Geothermal output attrs by @ppinchuk in #307
• Bnb/doc adds by @bnb32 in #308
• nc collection for arbitrary chunk shapes by @bnb32 in #311
• Bnb/exo rasterizer extension by @bnb32 in #312
• feat: add support for Zarr file format and refactor loaders by @bnb32 in #313
• Bnb/obs model by @bnb32 in #310

Full Changelog: v0.2.5...v0.2.6

v0.2.5

What's Changed

• Deprecated support for Python 3.8
• Bnb/exo agg methods by @bnb32 in #279
• Bnb/net cdf4 to xarray caching by @bnb32 in #280
• cacher time_index to h5s as encoded string (S25 dtype). by @bnb32 in #281
• Add pixi install instructions by @bnb32 in #282
• Bnb/mixed timestep fix by @bnb32 in #286
• Bnb/sliced wasserstein by @bnb32 in #283
• n_projections arg moved to init so it can be specified during mod… by @bnb32 in #287

Full Changelog: v0.2.4...v0.2.5

Miscellaneous QOL additions

What's Changed

• updated readme with new content and graphics by @grantbuster in #267
• Bnb/nc collection by @bnb32 in #268
• added dib article and updated release of sup3rcc v0.2.2 by @grantbuster in #269
• enable multiple exo source files by @bnb32 in #270
• Bnb/improved attrs by @bnb32 in #271
• Bnb/obs scaling by @bnb32 in #272
• feat: implement _match_model_input method in MultiStepGan to ensure f… by @bnb32 in #275
• Bnb/exo agg low mem by @bnb32 in #276
• Bnb/feature aliases by @bnb32 in #274
• Bnb/cache load edit by @bnb32 in #277
• Update pyproject.toml by @bnb32 in #278

Full Changelog: v0.2.3...v0.2.4

Lots of updates, new features for observations in Sup3rWind

What’s Changed

• Gb/bc optm (#265) @grantbuster
• Gb/sup3rcc example (#266) @grantbuster
• Gb/cpu kw (#264) @grantbuster
• Bnb/cond obs fwp (#262) @bnb32
• Added relativistic discriminator loss used in ESRGAN paper. (#261) @bnb32
• multi-term loss function capability: model loss arg can be dictionary… (#260) @bnb32
• Bnb/disc training fix (#259) @bnb32
• Bnb/min padding general (#258) @bnb32
• need to parse FeatureRegistry so no overlap in kwargs (#255) @grantbuster
• interpolation adjustment: option to include single levels in interpol… (#254) @bnb32
• bias refact: run_in_parallel function to remove duplicate calls t… (#253) @bnb32

Bug fixes and improvements for SolarCC

What’s Changed

• Gb/solar experiment (#250) @grantbuster
• preload of coords added to compute and h5 preload test added. (#251) @bnb32
• Bug fix on GCM clearsky ratio (#249) @grantbuster

Version 0.2.1

What's Changed

• Bnb/masked fwp by @bnb32 in #231
• Gb/optm state by @grantbuster in #242
• uv invert for netcdf writes by @bnb32 in #243
• sum multi gpu gradients and apply once to weight equally in adam mome… by @grantbuster in #244
• miscellaneous bias module clean up by @bnb32 in #245
• Gb/disc valid by @grantbuster in #246
• Bnb/1d nc loading by @bnb32 in #247
• Gb/qa fix by @grantbuster in #248

Full Changelog: v0.2.0...v0.2.1

Major refactor of forward pass modules and data / batch handler classes.

What's Changed

• Use rex Regridder port by @ppinchuk in #228
• Gb/presrat updates 2 by @grantbuster in #230
• Bnb/compute on none chunks by @bnb32 in #233
• Gb/bc debug by @grantbuster in #232
• fixed double bias correction of features in bc qdm utility by @grantbuster in #234
• Fix: Typos on optional dependencies related to doc by @castelao in #236
• Updated Sup3rX access patterns - keys can be either features or numpy style indexing but not both by @bnb32 in #235
• if n_writes request is too big, set to n_chunks instead of raising error by @grantbuster in #237
• added simple test on cc batching for daily boundaries by @grantbuster in #238
• Bnb/caching fixes by @bnb32 in #239
• Gb/bc kwargs by @grantbuster in #240
• Bnb/dh refactor by @bnb32 in #220

Full Changelog: v0.1.4...v0.2.0

Version 0.1.4

What’s Changed

• Exclude test data in release tar

Version 0.1.3

Prerelease for v0.2.0 refactor

What’s Changed

• PresRat correction (#215) @castelao
• Time dependent QDM (#226) @castelao
• Explicit keyword argument (#225) @castelao
• save default device to model parameters so model weights can be loade… (#221) @grantbuster
• fixed bias calc class import path (#222) @grantbuster
• Improving ruff setup (#224) @castelao
• Allow some tolerance in test comparison (#219) @castelao
• fix performance issue with slow listcomp on regrid indexing (#217) @grantbuster
• Reorganizing QDM related methods (#216) @castelao
• Pipeline requires explicit arguments for QuantileDeltaMappingCorrection (#211) @castelao
• Basic setup for using pixi (#212) @castelao
• Applying fill_and_smooth on QDM (#214) @castelao
• Bnb/nc4 dep removal (#210) @bnb32
• tensorboard logging (#208) @bnb32
• Fixing minor issues left from PR #200 (#209) @castelao
• Quantile Delta Mapping (#200) @castelao
• combined conditional moments and wind conditional moments. (#207) @bnb32
• Gb/no regrid (#206) @grantbuster
• allow surface spatial met model to interpolate non temp/pres/rh features (#204) @grantbuster
• Gb/precip skill (#195) @grantbuster
• prettifying how examples show up in docs page (#203) @bnb32
• Fix documentation, requires tags to figure out version (#202) @castelao
• Sup3rWind examples (#199) @bnb32
• Fix wrong path to version in documentation setup (#201) @castelao
• Migrating to pyproject.toml (#194) @castelao
• Instructions to use GPU on OSX (#197) @castelao
• Updating pylint setup for pre-commit (#198) @castelao
• Syntax update using numpy and scipy (#196) @castelao
• Bnb/dev (#193) @bnb32
• Defining some minimum versions (#190) @castelao
• Adding missing people (#192) @castelao
• Caching PIP (#191) @castelao
• Adding CITATION.cff (#188) @castelao
• Updating classifiers (metadata) (#189) @castelao
• cs ghi bug fix (#187) @grantbuster
• Bnb/dev (#186) @bnb32
• Gb/lr loss (#185) @grantbuster
• added kwarg to fwp to allow for constant tensor output e.g., in the c… (#184) @grantbuster
• Gb/bug (#182) @grantbuster

Updates

• Fix badges on main README (#213) @ppinchuk

Data Handler Refactor, bias and exo algorithm update, other misc changes

What’s Changed

• Gb/bias nc (#181) @grantbuster
• bug fix with negative test for dual DH operating on data handlers tha… (#179) @grantbuster
• Bnb/ddh norm (#180) @bnb32
• Significant refactor on handling of feature names in DataHandler and model (#178) @grantbuster
• stdev and mean hot fix (#177) @bnb32
• fix get_clearsky_ghi function to use correct time slice (#176) @spodgorny9
• Bnb/dev (#173) @bnb32
• Bnb/nc collector (#175) @bnb32
• Add ability to specify duplicate command names in Pipeline (#174) @ppinchuk
• Bnb/train only features hot fix (#171) @bnb32