v0.98.5

What's Changed

• Define a new MPI communicator when data set is small by @joselotl in https://github.com/LSSTDESC/RAIL/pull/351
• Somoclu parallel working version by @joselotl in https://github.com/LSSTDESC/RAIL/pull/318
• Issue/374/introspection by @eacharles in https://github.com/LSSTDESC/RAIL/pull/381

Full Changelog: LSSTDESC/rail@v0.98.4...v0.98.5

v0.98.4

What's Changed

• attempt to build a release for pypi by @eacharles in https://github.com/LSSTDESC/RAIL/pull/363

Full Changelog: LSSTDESC/rail@v0.98.3...v0.98.4

v0.98.3. Changes since last release.

What's Changed

• Issue/236/obs cond by @hangqianjun in https://github.com/LSSTDESC/RAIL/pull/247
• use scikit-learn rather than sklearn by @heather999 in https://github.com/LSSTDESC/RAIL/pull/258
• fix paths in nb by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/256
• fixes file paths in example_ObsConditions.ipynb by @hangqianjun in https://github.com/LSSTDESC/RAIL/pull/260
• fix photometric_realization_demo by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/254
• Issue/125/add brier metric by @drewoldag in https://github.com/LSSTDESC/RAIL/pull/262
• fix input_iterator by @eacharles in https://github.com/LSSTDESC/RAIL/pull/267
• Issue/252/somoclu by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/261
• Fix wrong group name used in somocluSOM.py by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/270
• Specify qp-prob version in RAIL by @drewoldag in https://github.com/LSSTDESC/RAIL/pull/273
• Fix crash in somocluSOM.py when training set length is a multiple of 1000 by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/274
• Updated pinned version of qp-prob to the lastest release. by @drewoldag in https://github.com/LSSTDESC/RAIL/pull/278
• Minor typo fixes by @delucchi-cmu in https://github.com/LSSTDESC/RAIL/pull/281
• Deprecate Brier and PIT in RAIL in favor of qp implementation by @drewoldag in https://github.com/LSSTDESC/RAIL/pull/283
• Pre-factor for issue #229 by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/289
• Issue/285/som hc by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/287
• update success rate file by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/284
• change flow= to model= in FlowCreator stages by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/293
• switch np.int to just int by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/295
• First working version with NZDir running in parallel by @joselotl in https://github.com/LSSTDESC/RAIL/pull/286
• Issue/268/dspsinterface by @torluca in https://github.com/LSSTDESC/RAIL/pull/290
• Issue/297/automated notebooks by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/298
• Issue/297/automated notebooks by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/299
• Allowing notebook workflow to open PRs by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/301
• Auto-rebuild notebooks by @github-actions in https://github.com/LSSTDESC/RAIL/pull/303
• Issue/304/cleanup by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/306
• update files by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/308
• Updating the docs section on bpz installation by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/315
• Quick rst fix (plus bonus css) by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/316
• Auto-rebuild notebooks by @github-actions in https://github.com/LSSTDESC/RAIL/pull/321
• Add @v0.2.0 to dsps by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/326
• General cleanup by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/324
• Add missing notebooks & summaries to READMEs; deleting old htmls by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/322
• Issue 330: fix test variable mistake and quant name by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/331
• Move hardcoded variable names in two estimation stages to config params by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/329
• Add pip install wheel to main.yml by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/335
• Mechanical updates by @delucchi-cmu in https://github.com/LSSTDESC/RAIL/pull/337
• Mark slow tests and run separately. by @delucchi-cmu in https://github.com/LSSTDESC/RAIL/pull/340
• Directory names by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/325
• added LSSTFluxToMagConverter and related tests by @eacharles in https://github.com/LSSTDESC/RAIL/pull/342
• Issue/338/dereddener by @eacharles in https://github.com/LSSTDESC/RAIL/pull/343
• Move dsps files to engines dir by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/346
• notebook cleanup by @eacharles in https://github.com/LSSTDESC/RAIL/pull/349
• Updated notebook after qp_flexzboost work by @drewoldag in https://github.com/LSSTDESC/RAIL/pull/350
• Use qp-based PIT metrics instead of deprecated RAIL-based PIT metrics by @drewoldag in https://github.com/LSSTDESC/RAIL/pull/353
• Issue/357/notebook ci by @OliviaLynn in https://github.com/LSSTDESC/RAIL/pull/362
• Issue/358/standard names by @eacharles in https://github.com/LSSTDESC/RAIL/pull/361
• Addressing the last few remaining places where randoms aren't using default_rng and/or a configurable seed by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/354

New Contributors

• @hangqianjun made their first contribution in https://github.com/LSSTDESC/RAIL/pull/247
• @heather999 made their first contribution in https://github.com/LSSTDESC/RAIL/pull/258
• @drewoldag made their first contribution in https://github.com/LSSTDESC/RAIL/pull/262
• @delucchi-cmu made their first contribution in https://github.com/LSSTDESC/RAIL/pull/281
• @OliviaLynn made their first contribution in https://github.com/LSSTDESC/RAIL/pull/289
• @github-actions made their first contribution in https://github.com/LSSTDESC/RAIL/pull/303

Full Changelog: LSSTDESC/rail@v0.98.2...v0.98.3

v0.98.2

Fix version number detection

What's Changed

• fix version by @eacharles in https://github.com/LSSTDESC/RAIL/pull/251

Full Changelog: LSSTDESC/rail@v0.98.1...v0.98.2

v0.98.1

This release reorganizes the repo structure of RAIL to be more consistent with standard python packages

What's Changed

• Issue/238/reorganize by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/250

Full Changelog: LSSTDESC/rail@v0.98.0...v0.98.1

Splitting Packages and changing names.

What's Changed

• Simple K nearest neighbor estimator #120 by @sschmidt23 in LSSTDESC/rail#121
• Issue/101/delight branch addressing #49 and #104 by @sschmidt23 in LSSTDESC/rail#122
• Added another silly name to the list! by @jfcrenshaw in LSSTDESC/rail#124
• Renaming: "train" --> "inform" by @aimalz in LSSTDESC/rail#127
• Eac dev by @eacharles in LSSTDESC/rail#126
• fix issues in goldenspike nb by @sschmidt23 in LSSTDESC/rail#133
• clean up docstring in base classes by @eacharles in LSSTDESC/rail#137
• Issue/141/simplereadme addresses #141 by @sschmidt23 in LSSTDESC/rail#142
• Issue/134/overviewdoc by @sschmidt23 in LSSTDESC/rail#139
• Issue/143/readthedocs by @eacharles in LSSTDESC/rail#144
• Added stuff for dynamic versioning by @eacharles in LSSTDESC/rail#147
• moving summarization and propagating to tests by @aimalz in LSSTDESC/rail#152
• Issue/153/nondetect by @sschmidt23 in LSSTDESC/rail#156
• Issue/157/io nb by @sschmidt23 in LSSTDESC/rail#159
• Issue/161/testskip by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/162
• added render_nb.sh by @eacharles in LSSTDESC/rail#155
• more conda doc stuff by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/160
• move data files and modify defaults for bpz and delight SED/FILTER by @sschmidt23 in LSSTDESC/rail#149
• move summarization text to estimation, reword a bit by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/167
• remove inaccurate language by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/166
• rename train --> inform by @aimalz in https://github.com/LSSTDESC/RAIL/pull/163
• Issue/168/base class names by @eacharles in https://github.com/LSSTDESC/RAIL/pull/169
• Issue/146/bpzinform by @sschmidt23 in LSSTDESC/rail#150
• fix prior_band in goldenspike_config.yml, also, make error message mo… by @eacharles in https://github.com/LSSTDESC/RAIL/pull/175
• U/sschmidt23/nzdir by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/170
• docs: fix typos in docs/source/overview.rst by @vladdoster in https://github.com/LSSTDESC/RAIL/pull/180
• adding FitsHandle class by @torluca in https://github.com/LSSTDESC/RAIL/pull/178
• docs: fix typo in docs/source/installation.rst by @vladdoster in https://github.com/LSSTDESC/RAIL/pull/179
• Issue/187/tables io fixes by @eacharles in https://github.com/LSSTDESC/RAIL/pull/188
• Issue/171/hsc degrader by @imoskowitz in https://github.com/LSSTDESC/RAIL/pull/172
• Updated docs by @eacharles in https://github.com/LSSTDESC/RAIL/pull/186
• Issue/72/bpz inform by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/191
• fix problem with RailStage help message by @eacharles in https://github.com/LSSTDESC/RAIL/pull/194
• Issue/193/common params by @eacharles in https://github.com/LSSTDESC/RAIL/pull/195
• Dealing with two issues found while using TXPipe by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/199
• 138 add mpi capabilities to the estimation modules by @joselotl in https://github.com/LSSTDESC/RAIL/pull/196
• Fix PZFlow Seed by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/205
• Move imports inside functions by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/192
• issue/206/update-pzflow by @jfcrenshaw in https://github.com/LSSTDESC/RAIL/pull/207
• Update grid_selection.py by @imoskowitz in https://github.com/LSSTDESC/RAIL/pull/203
• Speed up Inform_BPZ_lite stage by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/204
• Restricted python to >= 3.8. by @jfcrenshaw in https://github.com/LSSTDESC/RAIL/pull/212
• Convert Summarizer codes to return N samples rather than a single PDF distribution by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/210
• fix errors, remove old sz write, switch rng form by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/216
• Save zmean as well as zmode in BPZ_lite by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/221
• fix typo by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/223
• Issue/129/hyperbolic mags by @jlvdb in https://github.com/LSSTDESC/RAIL/pull/213
• Issue/177/spec selection by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/197
• add .readthedocs.yaml by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/235
• Issue/133/extended magerr by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/227
• Add simple SOM summarizer via Issue/225/simplesom by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/226
• Issue/242/link-to-stable-docs by @jfcrenshaw in https://github.com/LSSTDESC/RAIL/pull/243
• Add garbage collection to loop in CatEstimator by @joezuntz in https://github.com/LSSTDESC/RAIL/pull/240
• Issue/232/remove delight (separate packages for dependency-heavy/slow Estimators) by @eacharles in https://github.com/LSSTDESC/RAIL/pull/233
• Issue/189/renaming in creation (adding Modeler class) by @aimalz in https://github.com/LSSTDESC/RAIL/pull/201

New Contributors

• @vladdoster made their first contribution in https://github.com/LSSTDESC/RAIL/pull/180
• @torluca made their first contribution in https://github.com/LSSTDESC/RAIL/pull/178
• @imoskowitz made their first contribution in https://github.com/LSSTDESC/RAIL/pull/172
• @joselotl made their first contribution in https://github.com/LSSTDESC/RAIL/pull/196
• @jlvdb made their first contribution in https://github.com/LSSTDESC/RAIL/pull/213

Full Changelog: LSSTDESC/rail@v0.95...v0.98.0

Testing release mechanism

Full Changelog: LSSTDESC/rail@v0.97.2...v0.97.3

Testing release mechanism

Full Changelog: LSSTDESC/rail@v0.97.1...v0.97.2

Testing release mechanism

What's Changed

• Issue/133/extended magerr by @yanzastro in https://github.com/LSSTDESC/RAIL/pull/227
• Add simple SOM summarizer via Issue/225/simplesom by @sschmidt23 in https://github.com/LSSTDESC/RAIL/pull/226

Full Changelog: LSSTDESC/rail@v0.97...v0.97.1

Testing release mechanism

Full Changelog: LSSTDESC/rail@v0.96...v0.97