goodcheer / AI

repo for interesting AI related topics and references

repo for interesting AI related topics and references, and bookmarks

Applications

• DeepWriting: Making Digital Ink Editable via Deep Generative Modeling  

  • If anyone can make their handwriting to computer font, what happens to font desingers?

• 시나리오 주면 애니메이션 그려주는 인공지능 Craft AI to create Flintstones cartoons

  • 한국어
  • English
  • Arxiv paper: Imagine This! Scripts to Compositions to Videos

  

Deep Learning

• Best practices for Deep Learning

NLP

• Kospacing: R package for nlp space preprocessing

  • spacing Korean automation based on Deep Learning architecture

• Word embeddings: exploration, explanation, and exploitation (with code in Python)

• CS224d

• Doc2vec(gensim) - How can I infer unseen sentences’ label?

• Convolutional Sequence to Sequence Learning

• CNN으로 문장 분류하기

• Seq2Seq

  • Neural Machine Translation (seq2seq) Tutorial
  • Udacity S2S implementation
  • Dual Attention RNN

• char-RNN

• 한국어와 NLTK, Gensim의 만남

Machine Learning

• 모델성능평가

Feature Selection / Extraction

• PCA

Statistics

• Central Limit Theorem

Scientific Python

• Numpy array with for loop

ETC

• 파이참 원격 디버깅
• Ubuntu iptables로 방화벽 설정하기