ceo21ckim / implementation

Implementation

Recommendation Systems

Alternative Least Square : code, paper

Association Rule : code

Matrix Factorization : code, paper

Neural Collaborative Filtering : code, paper

Neural Matrix Factorization : code, paper

RBM : code, paper

Natural Language Processing

Sequence to Sequence with RNN : code, paper

Seq2Seq-Machine Translate : code

BigBird : code, paper

GRU : code, paper

NBoW : code

Ngram : code

Computer Vision

Generative Adversarial Network

Vanila GAN : code, paper

Image Classification

VGGnet : code, paper

ResNet : code, paper

Others

Recurrent Neural Network

Basic RNN : code

Vanila RNN : code

Bidirectional RNN : code

Long Short Term Memory

basic LSTM : code

Vanila LSTM : code, paper

Fasttext + LSTM : code