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pytorch 1.0, distributed training 관련 기록 pytorch 1.0이 release 됐고, 관련 내용들을 적어놓은 blog post에 대한 기록https://code.fb.com/ai-research/pytorch-developer-ecosystem-expands-1-0-stable-release/pytorch 관련 projectsHorovod - a distributed training framework that makes it easy for developers to take a single..
BiDAF 리뷰 및 기록 Bi-Directional Attention Flow For Machine Comprehension We introduce the Bi-Directional Attention Flow (BiDAF) network, a hierarchical muti-stage architecture for modeling the representations of the context paragraph at different levels. BiDAF includes..
zsh, oh-my-zsh에서 home/end 키가 안될 때 그냥 개인 기록용...환경:Ubuntu 16.04Xshell 을 이용한 ssh 연결zsh shell과 oh-my-zsh 를 설치후 사용 중문제:vi/vim 내에선 home/end 키가 정상적으로 작동shell 에서 home/end 키가 원하는대로 작동하지 않음home 키 입력 시 아무일도 일어나지 않음end 키 입력 시 ~ 문자 삽입이 일어남해결:vi ~/.zshrc아래 두줄 추가bindkey "\033[1~" beginning-of-linebind..
[cs224n] Lecture 9 Machine Translation and Advanced Recurrent LSTMs and GRUs Machine Translation and Advanced Recurrent LSTMs and GRUs [slide] [video] Gated Recurrent Units by Cho et al. (2014) Long-Short-Term-Memories by Hochreiter and Schmidhuber (1997) Recap Word2Vec Jt(θ)=log⁡σ(uoTvc)+∑j−P(w)[log⁡σ(−ujTv..
Fake News Detection on Social Media: A Data Mining Perspective Fake News Detection on Social Media: A Data Mining Perspective paper | dataset Fake News detection 문제를 2가지 관점으로 본다 Characterization Detection Contribution Discuss narrow ans broad definitions of fake news that cover most existing..
[cs224n] Lecture 4 Word Window Classification and Neural Networks Word Window Classification and Neural Networks Overview Classification background Updating word vectors for classificaiton Window classification & cross entropy derivation tips A single layer neural network Max-Margin loss ans ba..
Enriching Word Vectors with Subword Information Enriching Word Vectors with Subword Information Word embedding 방법 중 FastText에 대한 리뷰입니다. paper | code Model Take into account morphology Consider subword units Represent words by a sum of its character n-grams skip-gram introduce..
[cs224n] Lecture 1 Natural Language Processing with Deep Learning Natural Language Processing with Deep Learning최근에 NLP 관련해서 stanford의 cs224n 강의를 듣게 됐다. 강의 하나씩 들으면서 간단하게 정리도 하면서 나중에 다시 볼 겸 블로그에 남기려고 한다. Plan What is Natural Language Processing? The nature of human language What is Deep Learning Why ..