AI LOG from 2020-07-13

[hunkim]

article

AutoWeka 가 2012에 나왔지만... 여전히 automl 과 함께 우리가 할일이 많을듯

Will AutoML Be the End of Data Scientists?
AutoML is exploding in popularity. Here’s how that changes things.
https://towardsdatascience.com/will-automl-be-the-end-of-data-scientists-9af3e63990e0

목소리 듣고 진단 가능할까요?

AI may soon be able to tell you're sick by the sound of your voice
Researchers believe algorithms and artificial intelligence will soon be able to pick out signs of illness from someone's voice.
https://www.thestar.com.my/tech/tech-news/2020/07/12/ai-may-soon-be-able-to-tell-you039re-sick-by-the-sound-of-your-voice

정말 많은 것을 할수 있는 colab

Colab on steroids: free GPU instances with SSH access and Visual Studio Code Server
A step-by-step guide to SSH into a free GPU instance provided by Google Colab and install Visual Studio Code Server.
https://towardsdatascience.com/colab-free-gpu-ssh-visual-studio-code-server-36fe1d3c5243

code

추천 허깅페이스 느낌이네요.

wubinzzu/NeuRec
Next RecSys Library. Contribute to wubinzzu/NeuRec development by creating an account on GitHub.
https://github.com/wubinzzu/NeuRec

video

한글로 정리된 트랜스포머 비디오

트랜스포머 (어텐션 이즈 올 유 니드)
Attention is all you need 논문으로 큰 주목을 받은 Transformer에 대해 심층적으로 알아봅니다. 트랜스포머에 사용된 다양한 기술들도(포지셔널 인코딩, 멀티 헤드 어텐션, 셀프 어텐션, 레이블 스무딩, 레지듀얼 커넥션) 쉬운 예제와 함께 알아봅니다. 제가 ...
https://youtu.be/mxGCEWOxfe8