Xin Yuan's repositories
American_Time_Use_Analysis
EDA & Data Management Project
atap
Code for Applied Text Analysis with Python
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
awesome-RecSys
A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)
Dataviz
Data Visualization
Inspire_Topic_Modeling
Identify and Insepect Latent Topics across Posts
NIH_Practicum_Project
NIH/NIGMS - Identify Key Factors that Modulate BioResearch Workforce
SSTB_Digital_Analytics
Workshop Materials for Start Small Think Big
termite
Exploring a visualization tool for inspecting Topic Models
aws-kinesis-streaming-sample
Repository with sample code for real-time data streaming with AWS Kinesis
ds_interview_qs
Some Data Science Interview Questions (by Me and Former Colleagues at SAS)
EM3M
Implement Expectation Maximization of Mixture Markov Chain
fucking-algorithm
刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.
GFC
Global Fund for Children
GWU_data_mining
Materials for GWU DNSC 6279 and DNSC 6290.
interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Introduction-to-Statistical-Learning-Labs
Documenting ISLR's Labs - Educational Purposes Only
NLP
Paragraph Embedding
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks