UCAS_DataMining_Project1

Introduction

It is the course project of UCAS Data Mining, and is the option 1 in the topic list.

The dataset is from datafountain competition, Wind turbine abnormal data identification and cleaning, which is intended to identify and eliminate potential abnormal data.

The project is considered as a clustering task.

ICT-Data-Mining

Week	Time	Tasks
1	9.15-9.21	1. 学习数据挖掘比赛一般流程，看相关论文，2. 数据分析，特征处理，3. 使用模型，能跑通
2	9.22-9.28	1. 调整模型，优化，2. 尝试其他模型
3	9.29-10.8	1. 优化

Name		Name	Last commit message	Last commit date
Latest commit History 61 Commits
data		data
data_analysis		data_analysis
figures		figures
.DS_Store		.DS_Store
.gitignore		.gitignore
README.md		README.md
cluster.ipynb		cluster.ipynb
data_process.py		data_process.py
data_process_85.ipynb		data_process_85.ipynb
data_process_lines.ipynb		data_process_lines.ipynb
func_helper.py		func_helper.py
数据处理-风机通用PLUS.ipynb		数据处理-风机通用PLUS.ipynb
数据处理step1.ipynb		数据处理step1.ipynb
数据处理step2.ipynb		数据处理step2.ipynb
数据对比PLUS.ipynb		数据对比PLUS.ipynb