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2019

关于2019和2018年的一些东西

ahash

algorithmic-foundation-of-dp-zh-cn

The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation

awesome-differential-privacy

Differential private machine learning

bdc2020

海运ETA预测，赛题本身诟病比较多，参考一下folium用法和一些思路就好

cluster

clustering

Clustering / Subspace Clustering Algorithms on MATLAB

clustering-geolocation-data-using-python

This project involves clustering the data for taxis in city of Johannesburg using different approaches involving kmeans, DBSCAN and HDBSCAN.

clustering-geolocation-intelligently-in-python

Clustering Geolocation of taxi data using Kmeans, dbscan and hdbscan algorithm

comparing-trajectory-clustering-methods

Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets

dbscansd

Java implementation for DBSCANSD, a trajectory clustering algorithm.

dbscansd-1

Rust implementation for DBSCANSD, a trajectory clustering algorithm.

developer-roadmap

Roadmap to becoming a developer in 2022

dm_project_taxi

Applying Data Mining techniques into taxi records: Basic data analysis & Prediction based on the data

faster-kmeans

Code for a faster K-means clustering heuristic

flaskproject

gaode_poi

基于高德API的POI兴趣点的分析

geo_user_traj_mining

位置轨迹挖掘

gps-data-mining

Simple data-mining practice based on Taxi Service Trajectory. Here is a set of assignments for a data mining course during a semester.

gps-trajectories-clustering

fast clustering of GPS trajectories

hdbscan

A high performance implementation of HDBSCAN clustering.

icui

一句话介绍：硕士毕业论文和ICUI论文的代码，包括了网络爬虫、数据清洗、回归分析三部分。按数据类型分为监测站基本信息(GIS)、百度地图兴趣点、空气污染数据。

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

learning-deep-representation-for-trajectory-clustering

location-guard

Hide your geographic location from websites.

poi_based-trajectory_privacy-protection-method

记录基于兴趣点的轨迹隐私保护方法的项目代码

py-st-dbscan

An implementation of ST-DBScan algorithm using Python language

pyspark-nyc-taxi-trips-analysis

Analysis of 60+ million NYC Yellow Taxi Trips in 2018 using PySpark. The analysis utilizes a Spark cluster that is setup using GCP.

python_get_citydistance

python处理excel文件，获取城市记录，插入到postgresql数据库中，自动生成日志，调用高德api获取经纬度城市距离等

python_study