Xin Yuan's repositories
100-nlp-papers
100 Must-Read NLP Papers
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.
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
awesome-RecSys
A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)
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
learningPySpark
Code base for the Learning PySpark book (in preparation)
NLP
Paragraph Embedding
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
textvec
Text vectorization tool to outperform TFIDF for classification tasks