AI算法之路

借一年光阴,略解众AI算法,但求实用,恒己,助人。

Data Mining

  • spark
  • pandas
  • flink
  • zookeeper

NLP

  • doc2vec
  • fasttext
  • Seq2Seq
  • Bert

Machine Learning

  • sklearn

Deep Learning

  • LSTM
  • tensorflow
  • keras
  • TextCNN
  • GAN
  • CNN
  • RNN
  • Text2Image & Image2Text
  • DSSM

Recommend System

  • CF
  • Model Based CF
  • WDL
  • Embedding Rec
  • Graph Rec
  • DeepFM
  • AlphaFM
  • Online Learning
  • FTRL
  • Learning to Rank
  • ESSM

Tools

你可能感兴趣的:(AI)