Jiayang Tian's repositories
ez_ml_reuse
Including machine learning demos and projects I've done. I set this repo to review related knowledge and avoid repetitive work when I can find the solution inside of this repo.
WashU_CourseWork
Including the coursework I've done for my graduate study in WashU
Data-Preprocess-and-Analysis
Mainly focus on the practice projects or problems of Numpy, Pandas, Matplotlib, Seaborn and Scipy.
data_structure_and_algorithm_practice_questions
LeetCode/LintCode/剑指Offer
Digit-Recognition-with-Multiple-ML-Methods
A very classic topic in machine learning region. I tried both statistical learning methods and deep learning methods to conquer the problem
Human-Movement-Recognition
A project of recognizing human activity patterns by machine learning methods
Loan_Risk_Predicting_Competition
Achieved TOP 1% of this data mining competition.
movie_web_crawler_and_visualization_with_Echarts
Includes web crawler I wrote for movies/music and their comments, mainly be made by Python and Java
Notes_and_Papers
Daily Records & Memo for good papers and resources
ez_ml_0to1
Try to implement kinds of machine learning algorithms from scratch
Learning_NLP
Include demos and projects I've done on the path of learning NLP
online_twitter_mining_system
Still in building phase, I'll try my best to complete it before 2018/09/20