diff --git a/doc/source/tune.rst b/doc/source/tune.rst index 67ee0ea76..30514cc45 100644 --- a/doc/source/tune.rst +++ b/doc/source/tune.rst @@ -75,11 +75,11 @@ Open Source Projects using Tune Here are some of the popular open source repositories and research projects that leverage Tune. Feel free to submit a pull-request adding (or requesting a removal!) of a listed project. - `Softlearning `_: Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm. - - `Flambe `_: An ML framework to accelerate research and its path to production. See `flambe.ai `_. + - `Flambe `_: An ML framework to accelerate research and its path to production. See `flambe.ai `_. - `Population Based Augmentation `_: Population Based Augmentation (PBA) is a algorithm that quickly and efficiently learns data augmentation functions for neural network training. PBA matches state-of-the-art results on CIFAR with one thousand times less compute. - `Fast AutoAugment by Kakao `_: Fast AutoAugment (Accepted at NeurIPS 2019) learns augmentation policies using a more efficient search strategy based on density matching. - `Allentune `_: Hyperparameter Search for AllenNLP from AllenAI. - - `machinable `_: A modular configuration system for machine learning research. See `machinable.org `_. + - `machinable `_: A modular configuration system for machine learning research. See `machinable.org `_. Citing Tune -----------