A Computational Scientist's Index of Interesting Resources

Page TitleWeblinkCategoryType
$25 Million in Artificial Intelligence Grants from Google https://www.ictworks.org/artificial-intelligence-grants-google/#.XKzQ2OtKgWp artificial-intelligence-grants-google website
2019 Bloomberg Data Science Research Grant Program https://www.techatbloomberg.com/data-science-research-grant-program-1/ data-science-research-grant-program-1 Website
4 Sequence Encoding Blocks You Must Know Besides RNN/LSTM in Tensorflow https://hanxiao.github.io/2018/06/24/4-Encoding-Blocks-You-Need-to-Know-Besides-LSTM-RNN-in-Tensorflow/ RNN, LSTM Blog
Advanced NLP with spaCy https://course.spacy.io/chapter1 NLP, spaCy Book
Adversarial Text Generation Without Reinforcement Learning https://arxiv.org/pdf/1810.06640.pdf Generative Adversarial Networks article
AI GRANT https://aigrant.org/ aigrant website
Algorithms for hyperparameter optimization http://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf Hyperparameter optimization, TPE Paper
Ali Ghodsi Lecture on Variational autoencoder https://www.youtube.com/watch?v=uaaqyVS9-rM Variational autoencoder Youtube video
Auto-Keras https://arxiv.org/pdf/1806.10282.pdf AutoML, Neural architecture search Paper
Auto-sklearn https://ml.informatik.uni-freiburg.de/papers/15-NIPS-auto-sklearn-preprint.pdf Hyperparameter optimization, SMAC, Meta-learning Paper
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