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poincare_glove

Implementation of the "Poincare Glove: Hyperbolic word embeddings" paper

prone

Source code and dataset for IJCAI 2019 paper "ProNE: Fast and Scalable Network Representation Learning"

pytorch-biggraph

Software used for generating embeddings from large-scale graph-structured data.

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rcf

Tensorflow implementation of RCF

reco-papers

Classic papers and resources on recommendation

recommendsystem

推荐系统相关代码

redis-in-action

Example code from the book

reinforcementlearning

This project contains several Deep Reinforcement Learning method and some experiments basd on OpenAi gym.

representation-learning-on-heterogeneous-graph

Representation-Learning-on-Heterogeneous-Graph

roadmap-of-dl-and-ml

Roadmap of DL and ML, some courses, study notes and paper summary

rtb-papers

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

runninglinuxkernel_4.0

Linux 4.0 debug code for RunningLinuxKernel

scala_tutorial

Scala Tutorial

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seqmatchseq

snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

solarized

precision color scheme for multiple applications (terminal, vim, etc.) with both dark/light modes

spark-ml-source-analysis

spark ml 算法原理剖析以及具体的源码实现分析

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

static_study

《统计学习方法》的读书笔记，重现了大部分的课后题，仅供参考。

storm

Mirror of Apache Storm

swiftsnails

a parameter server for distributed machine learning applications

technical-analysis-and-practice-in-tensorflow

《TensorFlow技术解析与实战》的源码整理、补充和讨论

tensorflow-beginner

tensorflow learning according to CS20SI

tensorflow-deepfm

Tensorflow implementation of DeepFM for CTR prediction.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-intro

Introduction to TensorFlow. Basic operators, linear and logistic regression and Tensorboard

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等