根据dennybritz博文整理的人工智能热点内容周精选,包括博文、代码、项目等,快速一看!
▌博文以及Tutorial
2017年NLP深度学习进展总结。这篇文章包括,预先训练的词嵌入,情感神经元,Seme Val2017结果,抽象摘要系统,无监督机器翻译,等等。
https://tryolabs.com/blog/2017/12/12/deep-learning-for-nlp-advancements-and-trends-in-2017/?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=The%20Wild%20Week%20in%20AI
高斯过程可能不是当前机器学习的研究热点,但仍然是研究前沿内容,例如在AlphaGo Zero中高斯过程用于去调试获得MCTS超参数。
http://bridg.land/posts/gaussian-processes-1?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=The%20Wild%20Week%20in%20AI
基于注意力机制训练序列模型的实用提示教程,例如机器翻译、文本摘要。
https://awni.github.io/train-sequence-models/?utm_campaign=Revue%20newsletter&utm_medium=Newsletter&utm_source=The%20Wild%20Week%20in%20AI
▌代码、项目以及数据
▌热点论文
参考来源:
https://www.getrevue.co/profile/wildml/issues/the-wild-week-in-ai-alphazero-beats-chess-and-shogi-nips-conference-new-nvidia-gpus-and-more-86280?utm_campaign=Issue&utm_content=view_in_browser&utm_medium=email&utm_source=The+Wild+Week+in+AI