关于五子棋Gomoku AI的算法介绍和实现过程。
The project is to realize an AI agency for Gomoku games. I worked with a teammate Baichuan Liu, and our agency ranked No.1 in the class competition.
[CN]2.“数据挖掘”期末项目论文/Slides of Final Project for Data Mining：DataMining_finalPJ_report.pdf, 2019.6
采用北京市Airbnb的住房和评价数据，进行描述分析和统计建模，尝试了一些有监督和无监督的统计学习模型。
I led the team Automatic Excavator to conduct descriptive analysis and apply data mining models on the set of Beijing's rental data from Airbnb.
尝试利用多个统计模型和神经网络模型对缺失的燃煤数据进行补全。
Applied statistical models and neural network to fill missing data.
探索了利用 Google Trends 作为情绪指标加入ARIMAX模型，对经济数据如特斯拉销量，进行预测。
Added Google Trends index into ARIMAX model to predict trendency of Tesla sales.
[CN]5.万商项目组，客户流失预警模型（已脱敏）/Sample Slides of Project in Winsunion Technology：AlarmingModel.pdf, 2019.4
利用大量商户基本信息数据和交易流水数据，对商户进行画像，并尝试建立统计模型对可能流失的商户进行预警。
Drawn portraits of merchants about their credit and activity based on statistical modeling using billions of transaction data.
探索了实现 One Shot Learning 的两种方法。
Researched on two methods for one shot learning, a computer vision problem。