ht445 Goto Github PK

algonotes

公众号【浅梦的学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容

algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

bigraph

Bipartite-network link prediction in Python

bimlpa

Implementation of "BiMLPA: Community Detection in Bipartite Networks by Multi-Label Propagation"

bine

BiNE: Bipartite Network Embedding

clusterbip

Hierarchical clustering of bipartite data sets

comatrix

ctr

CTR模型代码和学习笔记总结

deeplearning_lqdev

DeepLearning_lqdev,mind mainly

deepwalk

DeepWalk - Deep Learning for Graphs

dropoutnet

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

dygnn

dyngnn

some code and papers related to dynamic graph neural networks

easy-algorithm-interview-and-practice

faiss

A library for efficient similarity search and clustering of dense vectors.

frustrated-random-walk

A graph algorithm for evaluating node distances.

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

gcn-gan-pytorch

A pytorch implemention of GCN-GAN for temporal link prediction.

geometric_gnns

Graph Convolutional Networks-based Link Prediction

graphembedding

Implementation and experiments of graph embedding algorithms.

graphsage-and-gat-for-link-prediction

GraphSAGE and GAT for link prediction.

herec

Source code for TKDE 2018 "Heterogeneous information network embedding for recommendation"

infomap

a beautiful method for cluster or community detection

infomap-1

Multi-level network clustering based on the Map Equation

infomapcommunitydetectionalgorithm

Infomap algorithm and visualization of communities with Python3

instagram-followee-prediction

Given a directed social graph, we have to predict missing edges to recommend friends/connnections/followers in the graph.

js-sorting-algorithm

一本关于排序算法的 GitBook 在线书籍 《十大经典排序算法》，多语言实现。

keyword_extraction

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

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，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现