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2017-tianchi-guizhou-traffic-competition

天池大数据平台 贵州交通赛

2021-repositioning

Markov Decision process; Optimization

4wangsuo

王所的文件中转站

aiops-handbook

Collection of slides, repositories, papers about AIOps

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-algorithm-books

📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍（经典算法、ML/DL算法、面试算法、比赛算法等）

climate

Data analysis of earth surface temperature

competitive-data-science-1

How to Win a Data Science Competition: Learn from Top Kagglers

convtransformertimeseries

Convolutional Transformer for time series

feature-engineering-and-feature-selection

A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression，不均衡回归

kaggle-web-traffic

1st place solution

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle.

machine-learning

菜菜sklearn资料

mdpod

Simulation of Ridesharing Market and the MDP Order Dispatch Policy

my-tensorflow-tutorials

This repo contains all of my TensorFlow tutorials

pic_set

图床

power-laws-anomalies

reco-papers

Classic papers and resources on recommendation

reflection_summary

算法理论基础知识应知应会

rl-for-transportation

Paper list of Reinforcement Learning (RL) applied on transportation

shiny_test

sigspatial-2021-giscup-2nd-place-solution

sigspatial-2021-giscup-4th-solution

Liu, Zichuan, et al. "Multi-View Spatial-Temporal Model for Travel Time Estimation." Proceedings of the 29th International Conference on Advances in Geographic Information Systems. 2021.

sigspatial-2021-giscup-5nd-place-solution

Estimated Time of Arrival Prediction via Modeling the Spatial-Temporal Interactions between Links and Crosses (GIS Cup)

sttn

paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>

time-series-predict

时序预测开源代码整理

traffic-prediction-open-code-summary

Summary of open source code for deep learning models in the field of traffic prediction

tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.