ZPilgrim

Ad-papers

Papers on Computational Advertising

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bit_matrix_erasure

基于bit矩阵的编解码原型测试

CTRmodel

CTR prediction model based on spark(LR, GBDT, DNN)

SparkOnlineAggregation

Online Aggregation Library for spark

deep_learning_by_andrew_ng_coursera

deep learning specialization by andrew ng though deeplearning.ai on coursera

DeepInterestNetwork

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

euler

A distributed graph deep learning framework.

gensim

Topic Modelling for Humans

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

IJCAI17_Tianchi_Rank4

java-design-patterns

Design patterns implemented in Java

kaggle-quora-question-pairs

Kaggle：Quora Question Pairs (https://www.kaggle.com/c/quora-question-pairs)

Neural_Speed_Reading_via_Skim-RNN_PyTorch

PyTorch implementation of "Neural Speed Reading via Skim-RNN"

nndl-codes

Sample Codes for NNDL

OpenNE

An Open-Source Package for Network Embedding (NE)

OUCML

PyTorchText

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

SRD

Stanford-CS-229-CN

A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensorflow

tensorflow-101

learn code with tensorflow

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tf_repos

TensorFlow Script

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow