Brainscore-vision

Release for 2022 Brain-Score competition (http://www.brain-score.org/competition/)

High-level changes
* add {Sanghavi, SanghaviJozwik, SanghaviMurty}2020.{V4, IT} benchmarks by stothe2 in https://github.com/brain-score/brain-score/pull/230, mschrimpf in https://github.com/brain-score/brain-score/pull/311
* overhauled ImageNet C by dapello in https://github.com/brain-score/brain-score/pull/267, https://github.com/brain-score/brain-score/pull/302, https://github.com/brain-score/brain-score/pull/304 and mschrimpf in https://github.com/brain-score/brain-score/pull/275
* added the ObjectNet benchmark by dmayo, dapello, mschrimpf in https://github.com/brain-score/brain-score/pull/318
* add support for 2022 competition by mike-ferguson in https://github.com/brain-score/brain-score/pull/310 and https://github.com/brain-score/brain-score/pull/314
* migrate to BrainIO. by jjpr-mit in https://github.com/brain-score/brain-score/pull/278, https://github.com/brain-score/brain-score/pull/280, https://github.com/brain-score/brain-score/pull/283
* update docs following user feedback by mschrimpf in https://github.com/brain-score/brain-score/pull/299
* add model-submission tutorial by mike-ferguson in https://github.com/brain-score/brain-score/pull/276
* add benchmark tutorial by mschrimpf in https://github.com/brain-score/brain-score/pull/289


**Full Changelog**: https://github.com/brain-score/brain-score/compare/v1.1...v1.2

Release of V1 property benchmarks (https://www.biorxiv.org/content/10.1101/2021.03.01.433495)

What's Changed
* if `pip install` fails, log the process output by mschrimpf in https://github.com/brain-score/brain-score/pull/236
* add missing visible field with default value to BenchmarkType by mschrimpf in https://github.com/brain-score/brain-score/pull/238
* fix too long comment for score database entry by mschrimpf in https://github.com/brain-score/brain-score/pull/239
* have model deal with averaging over trials by mschrimpf in https://github.com/brain-score/brain-score/pull/235
* adding ImageNet_C benchmark by dapello in https://github.com/brain-score/brain-score/pull/232
* add metadata (parent, bibtex, number of trials) to Cadena benchmark by mschrimpf in https://github.com/brain-score/brain-score/pull/240
* compare paths only based on filenames, ignore directories by mschrimpf in https://github.com/brain-score/brain-score/pull/234
* remove ImageNet-C stimuli identifier to disable caching activations by mschrimpf in https://github.com/brain-score/brain-score/pull/242
* align ImageNet-C identifiers and parent identifiers by mschrimpf in https://github.com/brain-score/brain-score/pull/243
* actually save layer commitment comment by mschrimpf in https://github.com/brain-score/brain-score/pull/244
* fix bib parsing: retrieve single entry by mschrimpf in https://github.com/brain-score/brain-score/pull/248
* add ridge regression by mschrimpf in https://github.com/brain-score/brain-score/pull/247
* add CKA metric by mschrimpf in https://github.com/brain-score/brain-score/pull/246
* more informative assertion errors by mschrimpf in https://github.com/brain-score/brain-score/pull/249
* evaluate on brain benchmarks only by default by mschrimpf in https://github.com/brain-score/brain-score/pull/250
* Update pandas version by jjpr-mit in https://github.com/brain-score/brain-score/pull/251
* install submitted repository locally by mschrimpf in https://github.com/brain-score/brain-score/pull/252
* Tying the build to Python 3.6 caused problems with newer libraries. by jjpr-mit in https://github.com/brain-score/brain-score/pull/253
* remove restriction for Kar2019 benchmark by mschrimpf in https://github.com/brain-score/brain-score/pull/255
* if candidate recordings are not temporal, exit early in Kar2019 by mschrimpf in https://github.com/brain-score/brain-score/pull/259
* fix get_benchmark_instance: order as default for get_or_create by mschrimpf in https://github.com/brain-score/brain-score/pull/264
* remove identifier from Kar2019 check stimulus_set by mschrimpf in https://github.com/brain-score/brain-score/pull/268
* Added SciKit-Learn<0.24 requirement. >=.24 breaks regression by mike-ferguson in https://github.com/brain-score/brain-score/pull/273
* Fix failing tests in test_submission/ by mschrimpf in https://github.com/brain-score/brain-score/pull/274
* overhauled ImageNet C by dapello in https://github.com/brain-score/brain-score/pull/267
* increase ImageNet-C version number (addendum to 267) by mschrimpf in https://github.com/brain-score/brain-score/pull/275
* add model-submission tutorial by mike-ferguson in https://github.com/brain-score/brain-score/pull/276
* Use BrainIO by jjpr-mit in https://github.com/brain-score/brain-score/pull/278
* Switch model-tools test dependency back to master. by jjpr-mit in https://github.com/brain-score/brain-score/pull/279
* Migrated from https://github.com/brain-score/brainio_collection. by jjpr-mit in https://github.com/brain-score/brain-score/pull/280
* Updated About section in Tutorial.rst by mike-ferguson in https://github.com/brain-score/brain-score/pull/281
* Update relevant occurrences of brainio_base, _collection and _contrib by jjpr-mit in https://github.com/brain-score/brain-score/pull/283
* add benchmark tutorial by mschrimpf in https://github.com/brain-score/brain-score/pull/289
* update docs following user feedback by mschrimpf in https://github.com/brain-score/brain-score/pull/299
* V1 single neuronal properties benchmarks by tiagogmarques in https://github.com/brain-score/brain-score/pull/241
* Updated ImageNet-C benchmark to look locally first by dapello in https://github.com/brain-score/brain-score/pull/302
* ImageNet-C sampled StimulusSetLoader by dapello in https://github.com/brain-score/brain-score/pull/304
* store model's visual_degrees by mschrimpf in https://github.com/brain-score/brain-score/pull/301
* Catalog path by jjpr-mit in https://github.com/brain-score/brain-score/pull/305
* move Marques2020 V1 property benchmarks to evaluation pool by mschrimpf in https://github.com/brain-score/brain-score/pull/307


**Full Changelog**: https://github.com/brain-score/brain-score/compare/v1.0...v1.1

Release for 2020 Neuron perspective (https://www.cell.com/neuron/fulltext/S0896-6273(20)30605-X)

High-level changes
* Fix ToliasCadena V1 benchmark by chengxuz in https://github.com/brain-score/brain-score/pull/149
* ceil by explained variance instead of pure division by mschrimpf in https://github.com/brain-score/brain-score/pull/151
* add movshon rdm benchmarks; fix stratification for dicarlo rdm by mschrimpf in https://github.com/brain-score/brain-score/pull/154
* Update benchmark jupyter notebook by mschrimpf in https://github.com/brain-score/brain-score/pull/165
* automatically test example notebooks; fix metrics.ipynb imports by mschrimpf in https://github.com/brain-score/brain-score/pull/166
* use svm-decoded monkey OSTs; clarify use of Spearman correlation by mschrimpf in https://github.com/brain-score/brain-score/pull/171
* include *.csv by mschrimpf in https://github.com/brain-score/brain-score/pull/172
* Divide datasets in public and private sets by franzigeiger in https://github.com/brain-score/brain-score/pull/167
* pull assemblies into benchmarks; add versioning; add public benchmarks by mschrimpf in https://github.com/brain-score/brain-score/pull/175
* avoid adding new dimension on score.raw for existing coordinate level by mschrimpf in https://github.com/brain-score/brain-score/pull/179
* Submission modules by franzigeiger in https://github.com/brain-score/brain-score/pull/180
* add and explain BrainIO convenience methods again by mschrimpf in https://github.com/brain-score/brain-score/pull/184
* add slack notifications by mschrimpf in https://github.com/brain-score/brain-score/pull/185
* only set `_apply_raw` when False is desired by mschrimpf in https://github.com/brain-score/brain-score/pull/186
* add KFold split by mschrimpf in https://github.com/brain-score/brain-score/pull/191
* use StratifiedKfold when stratification_coord is given by mschrimpf in https://github.com/brain-score/brain-score/pull/193
* Remove deprecated hook code plus some submission fixes by franzigeiger in https://github.com/brain-score/brain-score/pull/195
* Tensorflow 2 update by franzigeiger in https://github.com/brain-score/brain-score/pull/196
* Little issues by franzigeiger in https://github.com/brain-score/brain-score/pull/201
* provide unified benchmark pool built from specialized ones by mschrimpf in https://github.com/brain-score/brain-score/pull/203
* resize stimuli "on screen" to model's declared visual degrees by mschrimpf in https://github.com/brain-score/brain-score/pull/153
* setup automatically generated readthedocs documentation by mschrimpf in https://github.com/brain-score/brain-score/pull/206
* move high-level documentation from .rst into code by mschrimpf in https://github.com/brain-score/brain-score/pull/208
* fix Rajalingham2018public benchmark ceiling and verify with unit test by mschrimpf in https://github.com/brain-score/brain-score/pull/207
* implement recursive merging of raw scores by mschrimpf in https://github.com/brain-score/brain-score/pull/209
* use verbose flag; retrieve benchmarks from pool by mschrimpf in https://github.com/brain-score/brain-score/pull/212
* return similarity Score instead of DataAssembly; allow nans in diagonal by mschrimpf in https://github.com/brain-score/brain-score/pull/216
* increase numpy version to fix RDM's nan_to_num from 216 by mschrimpf in https://github.com/brain-score/brain-score/pull/218
* disable Kar2019-ost benchmark until we can figure out memory issues by mschrimpf in https://github.com/brain-score/brain-score/pull/219
* disable imagenet benchmark to avoid very long runs by mschrimpf in https://github.com/brain-score/brain-score/pull/220
* Submission system bug fixing by franzigeiger in https://github.com/brain-score/brain-score/pull/222
* update for brain-score/brainio_collection32; rename Majaj2015 to MajajHong2015 by mschrimpf in https://github.com/brain-score/brain-score/pull/226
* Secret manager + Database schema by franzigeiger in https://github.com/brain-score/brain-score/pull/223
* implement looking at multiple trials to enable stochastic models by mschrimpf in https://github.com/brain-score/brain-score/pull/227
* Rework submission system by franzigeiger in https://github.com/brain-score/brain-score/pull/225
* Submission bugs by franzigeiger in https://github.com/brain-score/brain-score/pull/229

**Full Changelog**: https://github.com/brain-score/brain-score/compare/v0.2...v1.0

Version for website on 20-Jul-2019

retrieve neural recordings with their metadata