Larq

:tada: Features

* Implement QuickNet-XL (137) koenhelwegen
* Implement one-padding and reduce number of SE blocks for QuickNet (136) koenhelwegen

:construction_worker_man: Internal Improvements

* Refactor quicknets and remove duplication (138) koenhelwegen

quicknet_xl-v0.1.0
Introducing QuickNet XL: more neural network for more accuracy.

quicknet_large-v0.2.0
This new version of QuickNet Large includes two changes that improve inference time while maintaining accuracy:
- use of one-padding instead of zero-padding,
- removal of squeeze-and-excite blocks in the first half of the network.

quicknet-v0.2.0
This new version of QuickNet uses one-padding instead of zero-padding, resulting in a faster inference time without any loss in accuracy.

:tada: Features

* Use AveragePooling2D instead of GlobalPooling2D (128) koenhelwegen

:bug: Bug Fixes

* Make min_size in validate_input an argument for Cifar training (129) MariaHeuss
* Change QuickNetLarge model name to "quicknet_large" (124) jneeven

:book: Documentation

* Add meta info about Larq Zoo to README (122) leonoverweel

:construction_worker_man: Internal Improvements

* Sync CI workflows with larq (131) lgeiger
* Restructure non-model files into training and core directories (127) timdebruin
* Remove deprecated layer metrics kwarg (121) lgeiger

:arrow_up: Dependencies

* Update larq requirement from ~=0.8.4 to >=0.8.4,<0.10.0 (130) dependabot-preview

:tada: Features

* QuickNet-Large (112) jamescook106

:bug: Bug Fixes

* Move relus outside top (103) koenhelwegen

:book: Documentation

* Input shape docstring (117) koenhelwegen
* fix argument ordering (116) koenhelwegen
* Point to `larq/docs` (113) koenhelwegen
* Fix docstring rendering on the website (114) lgeiger

:construction_worker_man: Internal Improvements

* Fix GitHub Actions workflows (104) AdamHillier

:arrow_up: Dependencies

* Zookeeper v1.0 (92) AdamHillier

quicknet_large-v0.1.0
This pre-release makes the quicknet-large h5 available for the LCE release.

quicknet-v0.1.0
This pre-release makes the quicknet h5 available for the LCE release.

:tada: Features

* Add support for multiple subgraphs in some of the Python MLIR utils (776) CNugteren

:construction_worker_man: Internal Improvements

* Remove anonymous namespaces in MLIR transforms (768) Tombana

:arrow_up: Dependencies

* Bump toolmantim/release-drafter from 5.23.0 to 5.24.0 (774) dependabot
* Bump DoozyX/clang-format-lint-action from 0.15 to 0.16 (772) dependabot
* Bump toolmantim/release-drafter from 5.22.0 to 5.23.0 (769) dependabot

Note that the previous release was 0.8.0, but this one is 0.11.0 instead of 0.9.0 to match the '11' in the TensorFlow version: 2.11. Future releases will also follow this scheme, such that it becomes easy to match with a TensorFlow version that it is based on.

:tada: Features

* ⬆️ `tensorflow2.11.0` (749, 762) lgeiger

:construction_worker_man: Internal Improvements

* Replace `-mmacosx-version-min` with `MACOSX_DEPLOYMENT_TARGET` env var (767) lgeiger
* [CI] Use concurrency setting instead of cancel action (764) lgeiger
* Fix Windows pip build (755) lgeiger
* Increase minimal macOS version requirement (753) lgeiger

:arrow_up: Dependencies

* Bump toolmantim/release-drafter from 5.21.1 to 5.22.0 (765) dependabot
* Bump DoozyX/clang-format-lint-action from 0.14 to 0.15 (763) dependabot
* Bump google-github-actions/auth from 0 to 1 (761) dependabot
* Bump toolmantim/release-drafter from 5.21.0 to 5.21.1 (759) dependabot
* Bump al-cheb/configure-pagefile-action from 1.2 to 1.3 (760) dependabot
* Bump styfle/cancel-workflow-action from 0.10.0 to 0.10.1 (757) dependabot
* Bump toolmantim/release-drafter from 5.20.1 to 5.21.0 (756) dependabot