基础知识 (4) 推荐系统 (2) 机器翻译 (3) 深度学习 (6) 知识图谱 (1) 系统与环境 (3) 自然语言处理 (4) 论文阅读 (2)

 基础知识 (4)

Python Strengthening
Back Propagation and Gradient Calculation in Deep Learning
Mathematics Strengthening
Matlab quickly check

 推荐系统 (2)

Some News Recommendation Models NPA/ NAML/ LSTUR/ NRMS
A News Recommendation Model-Deep Knowledge-Aware Network

 机器翻译 (3)

神经机器翻译中的模型集成：经验之谈
使用fairseq从头训练一个中英神经机器翻译模型
Machine Translation Notebook

 深度学习 (6)

Some Pytorch practices of LSTM
Backward Propogation Through Time (BPTT) in RNN
关于Softmax和CrossEntropyLoss
Full Matrix Method of mini-batch Back Propagation in DNN
Some tips of PyTorch
Back Propagation and Gradient Calculation in Deep Learning

 知识图谱 (1)

A News Recommendation Model-Deep Knowledge-Aware Network

 系统与环境 (3)

Linux 使用记录
Google Colab使用记录
Conda 使用记录

 自然语言处理 (4)

Notes of TorchText - a nlp tool
A comparison of Chinese word segmentation tools
A index - From word2vec, Transformer to NLP SOTA
Machine Translation Notebook

 论文阅读 (2)

Some News Recommendation Models NPA/ NAML/ LSTUR/ NRMS
A News Recommendation Model-Deep Knowledge-Aware Network