Larq

:arrow_up: Dependencies

* Update larq requirement from <0.10.0,>=0.9.2 to >=0.9.2,<0.11.0 (188) dependabot

:construction_worker_man: Internal Improvements

* Simplify CI and run training test in parallel (185) lgeiger
* Cleanup tests (179) lgeiger

:arrow_up: Dependencies

* Bump isort from 5.0.3 to 5.0.4 (187) dependabot
* Bump isort from 5.0.1 to 5.0.3 (186) dependabot
* Bump pillow from 7.1.2 to 7.2.0 (184) dependabot
* Bump actions/setup-python from v1 to v2.0.1 (182) dependabot
* Bump toolmantim/release-drafter from v5.7.0 to v5.11.0 (183) dependabot
* Create Dependabot config file (181) dependabot-preview
* Bump scipy from 1.4.1 to 1.5.0 (180) dependabot-preview

:bug: Bug Fixes

* Fix entry point (177) timdebruin
* Type hints update (175) timdebruin

:arrow_up: Dependencies

* Update pytype requirement from <2020.3.0,>=2019.10.17 to >=2019.10.17,<2020.7.0 (174) dependabot-preview

:book: Documentation

* Reformat docs for keras-autodoc (170) leonoverweel

:construction_worker_man: Internal Improvements

* Fix dataset mocking for TensorFlow 3.1.0 (168) lgeiger
* Resolve pre-processing test failures. (166) AdamHillier

:arrow_up: Dependencies

* Update flake8 requirement from ~=3.7.9 to >=3.7.9,<3.9.0 (171) dependabot-preview
* Bump pytest-xdist from 1.31.0 to 1.32.0 (169) dependabot-preview

:book: Documentation

* fix netron link, add summary (163) timdebruin

:construction_worker_man: Internal Improvements

* Use more optimized pooling function for R2B (164) timdebruin

:warning: Breaking Changes :warning:

* Drop support for TF 1.14. (156) AdamHillier
* Split zoo into `literature` and `sota` submodules (108) koenhelwegen

:tada: Features

* MeliusNet22 implementation (142) koenhelwegen
* Real-to-Binary implementation (144) timdebruin
* QuickNet implementation (107) jamescook106
* Use AveragePooling2D instead of GlobalPooling2D (128) koenhelwegen

:bug: Bug Fixes

* Add test to ensure that notop-weight are correct (158) lgeiger
* Remove input resolution check for Cifar10 training (129) MariaHeuss
* Move relus outside top (103) koenhelwegen

:book: Documentation

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

* Add model metrics to docstrings (145) michaeltinsley
* Explicitly set compute softmax in float32 (135) lgeiger
* 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
* Fix GitHub Actions workflows (104) AdamHillier

:arrow_up: Dependencies

* Larq v0.9 (130) dependabot-preview
* Zookeeper v1.0 (92) AdamHillier

xnornet-v0.2.1
- Fixes bug in `notop` model weights. See 158 for context.

quicknet_xl-v0.1.1
- Fixes bug in `notop` model weights. See 158 for context.
- Removes unnecessary optimizer variables from saved model.

quicknet_large-v0.2.1
- Fixes bug in `notop` model weights. See 158 for context.
- Removes unnecessary optimizer variables from saved model.

quicknet-v0.2.1
- Fixes bug in `notop` model weights. See 158 for context.
- Removes unnecessary optimizer variables from saved model.

meliusnet22-v0.1.1
Fixes bug in `notop` model weights. See 158 for context.

dorefanet-v0.1.1
- Fixes bug in `notop` model weights. See 158 for context.

binary_densenet-v0.1.1
- Fixes bug in `notop` model weights. See 158 for context.

binary_alexnet-v0.2.1
- Fixes bug in `notop` model weights. See 158 for context.

meliusnet22-v0.1.0
Reproduction of MeliusNet22 from [MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?](https://arxiv.org/abs/2001.05936).

r2b-v0.1.0