Jun Yan's repositories
Machine-learning-methods-for-materials-science
Evaluate various supervised learning methods to predict cohesive energies of solids (kernel ridge regression is the best)
Insight_newsline
Automated timeline for news events built at Insight Data Science
flask-d3-hello-world
Proof of concept
insight_visualization
Visualize 2-hop social network for a list of people interactively using D3 - http://spiningup.github.io/insight_visualization/
pylada-light
minimal version of pylada for 1) crystal 2) VASP 3) ewald 4) jobs 5) database
udacity-frontend-neighborhood-map
A map of silicon valley high tech companies including company information and photos - https://spiningup.github.io/udacity-frontend-neighborhood-map/
udacity-ml-capstone
Lendingclub loan default prediction as capstone project for Udacity machine learning engineer nanodegree
udacity-ml-smartcab
Training a smartcab to drive using reinforcement learning (Q-learning)
udacity-frontend-arcade-game
Build Arcade Game - https://spiningup.github.io/udacity-frontend-arcade-game/
udacity-frontend-build-portfolio-site
Build a portfolio website - https://spiningup.github.io/udacity-frontend-build-portfolio-site/
udacity-frontend-feedreader
A project to learn javascript testing framework
udacity-frontend-resume
Online resume project for udacity frontend web developer nano degree - https://spiningup.github.io/udacity-frontend-resume/
udacity-frontend-web-optimization
Website optimization project for Udacity frontend nanodegree
udacity-ml-boston_housing
Predict boston housing price using regression
udacity-ml-creating_customer_segments
Generate customer segments using unsupervised clustering algorithms
udacity-ml-student_intervention
Build a student intervention system by predicting whether a student will pass or fail an exam
udacity-ml-titanic_survival_exploration
Exploratory data analysis for titanic survival data
udacity_frontend
Projects for Udacity Frontend Webdeveloper Nanodegree