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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

awesome-embedding-models

A curated list of awesome embedding models tutorials, projects and communities.

cogdl

CogDL: An Extensive Research Toolkit for Graphs

d3-book

Code examples for “Interactive Data Visualization for the Web”

d3-tutorials

D3 Tutorials for CSE512 Data Visualization Course at University of Washington

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

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，近30万字。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[email protected] 版权所有，违权必究 Tan 2018.06

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

dis

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

gnn-algorithms

图神经网络相关算法详述及实现

gnnpapers

Must-read papers on graph neural network (GNN)

graphneuralnetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

hin2vec

Heterogeneous information network representation learning

house-price-prediction

房价预测完整项目：1.爬取链家网数据 2.处理后，用sklearn中几个逻辑回归机器学习模型和keras神经网络搭建模型预测房价 最终结果神经网络效果更好，R^2值0.75左右

interview_notes-chinese

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记

keras

Deep Learning for humans

kgcn

A tensorflow implementation of Knowledge Graph Convolutional Networks

kgcn_keras

A Pure Keras Implementation of Knowledge Graph Convolution Network for Recommendation

krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

largevis

leetcode-master

LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machinelearning_python

机器学习算法python实现

ner

基于tensorflow深度学习的中文的命名实体识别

nlp4rec-papers

Paper list of NLP for recommender systems

nrepapers

Must-read papers on neural relation extraction (NRE)

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

openke

An Open-Source Package for Knowledge Embedding (KE)

openne

An Open-Source Package for Network Embedding (NE)

palash1992-gem