Pinned Repositories
2020-CCF-Crowd-Flow-Prediction
科技战疫-大数据公益挑战赛-DataFountain重点区域人群密度预测 第1名方案
30-Days-Of-Python
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.
AAAI2021-Repositioning
Markov Decision process; Optimization
Air-Quality-Prediction
2021年研究生数学建模竞赛B题，全国二等奖，空气质量预报二次建模，时间序列数据分析与回归预测。Time Series Prediction&Air Quality Prediction.
airbnb-price-prediction
Workshop material for School Urban Computing 2019
Amazing-Brick-DFS-and-DRL
用 深度优先搜索 DFS 与 深度强化学习 DRL 分别自动控制 amazing brick 小游戏
Analysis-of-students-consumption-behavior-on-campus
基于国内某高校校园一卡通系统一个月的运行数据，使用数据分析和建模的方法，挖掘数据中所蕴含的信息，分析学生在校园内的学习生活行为
competition-baseline
数据科学竞赛各种baseline代码、思路分享
Machine-Learning
:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
Spatio-temporal-data-prediction
与时空数据预测相关的论文及代码
Alexfeisi's Repositories
Alexfeisi/get_bus_info
Download bus line from the Internet
Alexfeisi/team-learning-program
主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。
Alexfeisi/joyful-pandas
Pandas中文教程
Alexfeisi/competition-baseline
数据科学竞赛各种baseline代码、思路分享
Alexfeisi/PLC_CodesysSoftMotion_Win64_test_VC_simulation-
With Codesys_SoftMotion_Win 64 test Motion Control virtually and visualize the movement in 3D with Visual Components.
Alexfeisi/DataScienceStudyNotes
这个仓库保管从（数据科学学习手札69）开始的所有代码、数据等相关附件内容
Alexfeisi/DCIC-Taxi
这个是DCIC厦门市巡游车与网约车运营特征对比分析项目
Alexfeisi/geopandas
Python tools for geographic data
Alexfeisi/P300-BCI-Data-Analysis
2020年研究生数学建模竞赛C题，全国二等奖，分析脑机接口数据进行分析预测。The data of BCI were analyzed and predicted.
Alexfeisi/Graph-U-Nets
Pytorch implementation of Graph U-Nets (ICML19)
Alexfeisi/AAAI2021-Repositioning
Markov Decision process; Optimization
Alexfeisi/KDDCup2020-RL-1st-solution
1st solution for KDD Cup 2020 (RL track)
Alexfeisi/urban-data-science
Course materials, Jupyter notebooks, tutorials, guides, and demos for a Python-based urban data science course.
Alexfeisi/ResNet-LSTM-GCN
Code for Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit
Alexfeisi/Conv-GCN
Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit
Alexfeisi/pygeo-tutorial
Tutorial of geospatial data processing using python 用python分析时空数据的教程(in Chinese and English )
Alexfeisi/Analysis-of-students-consumption-behavior-on-campus
基于国内某高校校园一卡通系统一个月的运行数据，使用数据分析和建模的方法，挖掘数据中所蕴含的信息，分析学生在校园内的学习生活行为
Alexfeisi/KDD_CUP2020
KDD_CUP2020
Alexfeisi/GNN4Traffic
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
Alexfeisi/regression-prediction-algorithms
使用支持向量机、弹性网络、随机森林、LSTM、SARIMA等多种算法进行时间序列的回归预测，除此以外还采取了多种组合方法对以上算法输出的结果进行组合预测。Support vector machine, elastic network, random forest, LSTM, SARIMA and other algorithms are used for regression prediction of time series. In addition, a variety of combination methods are used to forecast the output of the above algorithms.
Alexfeisi/transportation-network
Simulation of passengers flow in a transport network (in particular, in the railway network of Madrid: Renfe Cercanias) and how an infection would spread in it.
Alexfeisi/Econometrics-Example
计量经济学的实例分析包括多元回归分析，多重共线性，对数回归，虚拟变量分段线性回归，多项式拟合以及时间序列。The case analysis of econometrics includes multiple regression analysis, multicollinearity, logarithm regression, piecewise linear regression of dummy variable, polynomial fitting and time series.
Alexfeisi/lstm_example
use lstm to predict value and label based on keras基于keras框架，用lstm解决回归和分类问题
Alexfeisi/Learn_Dive-into-DL-PyTorch
Datawhale第10期组队学习活动：《动手学深度学习》Pytorch版的练习代码
Alexfeisi/Covid-19-prediction-for-myanmar-using-exponential-growth
Covid-19 Myanmar Confirmed case prediction using exponential growth
Alexfeisi/Machine_Learning
参考了西瓜书，sklearn源码，李航统计学，机器学习实战、机器学习中的数学
Alexfeisi/flow
Computational framework for reinforcement learning in traffic control
Alexfeisi/Curb-GAN
The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
Alexfeisi/houseprice_regression
数据特征工程、各种机器学习回归模型、回归数据预处理
Alexfeisi/HSN-Net-Generator
Generate data sets for hub-and-spoke network