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ad-papers

Papers on Computational Advertising

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

awesome-graph-attack-papers

Adversarial attacks and defenses on Graph Neural Networks.

awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-incremental-learning

Awesome Incremental Learning

awesome-meta-learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

bandit

Bandit algorithms

bert

TensorFlow code and pre-trained models for BERT

chinese_text_classification

cluener2020

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence

CNNs for sentence classification

cogqa

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

contextual-bandit

working example of a contextual multi-armed bandit

contextual-bandit-news-article-recommendation

Predict and recommend the news articles, user is most likely to click in real time.

contextualbandits

Python implementations of contextual bandits algorithms

cs224n-stanford-winter-2019

The collection of ALL relevant materials about CS224N-Stanford/Winter 2019 course. THANKS TO THE PROFESSOR AND TAs! 斯坦福大学CS224N 【2019】课程的【所有】相关的资料。感谢Chris Manning教授和Abigail See，感谢所有助教！

cs231n.github.io

Public facing notes page

cs231n_note

CS231n python and jupyter notebook with detailed explanation.

ctr_nn

基于深度学习的CTR预估，从FM推演各深度学习CTR预估模型（附代码）

daiwk.github.io

main page

deep-ctr

An attempt of training DNN models to predict ad click-through rate, implemented with Theano.

deep-learning-for-recommendation-systems

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepffm

deephash-papers

Must-read papers on deep learning to hash (DeepHash)

deepinterestnetwork

deeplearning

Translation of papers in Deep Learning Research

deeplearning-1

深度学习相关的模型训练、评估和预测相关代码