Pulin-Zou's repositories
PLMpapers
Must-read Papers on pre-trained language models.
100-nlp-papers
100 Must-Read NLP Papers
GNN-algorithms
图神经网络相关算法详述及实现
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models for search and recommendation.
annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
CausE
Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.
dmlc-core
A common bricks library for building scalable and portable distributed machine learning.
tf_repos
TensorFlow Script
jqdatasdk
简单易用的量化金融数据包(easy utility for getting financial market data of China)
tf.extra_losses
Large-Margin Softmax Loss, Angular Softmax Loss, Additive Margin Softmax, ArcFaceLoss And FocalLoss In Tensorflow
Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
deepnlp
Deep Learning NLP Pipeline implemented on Tensorflow
XMUNMT
An implementation of RNNsearch using TensorFlow
jpmml-xgboost
Java library and command-line application for converting XGBoost models to PMML
LeetCode
:pencil: Python / C++ 11 Solutions of LeetCode Questions
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Starspace
Learning embeddings for classification, retrieval and ranking.
sentence2vec
Sentence2vec as described in A SIMPLE BUT TOUGH TO BEAT BASELINE FOR SENTENCE EMBEDDINGS by Sanjeev Arora, Yingyu Liang, Tengyu Ma
wmd
Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"
devol
Automated deep neural network design via genetic programming
MobileNetworks
Keras implementation of Mobile Networks
angel
A Flexible and Powerful Parameter Server for large-scale machine learning
ache
ACHE is a web crawler for domain-specific search
NRLPapers
Must-read papers on network representation learning (NRL)/network embedding (NE)
tinyflow
Tutorial code on how to build your own Deep Learning System in 2k Lines
DL4NLP
Deep Learning for NLP resources