xiyuansun Goto Github PK
Name: Xiyuan Sun
Type: User
Company: Wells Fargo
Location: 5714 W Atlantic Pl, Lakewood, CO 80227
Name: Xiyuan Sun
Type: User
Company: Wells Fargo
Location: 5714 W Atlantic Pl, Lakewood, CO 80227
📢 Ready to learn! You will learn 10 skills as data scientist: 📚 Python, Machine Learning, Deep Learning, Data Cleaning, EDA, python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
Answers to 120 commonly asked data science interview questions.
Algorithms, 4th edition textbook code and libraries
The most cited deep learning papers
Repository for the readings and blogs
Bootcamp 9 Student Project Presentation
Use R machine learning to predict US equity premium outperformance using Prof. Amit Goyal's dataset
Materials for the cloud computing group in the Iowa State University Department of Statistics
Programming assignments and projects for my classes at Iowa State during Spring 2014.
This is a tutorial on how to log in and run R jobs on the Iowa State condo cluster.
Coursera's Machine Learning by Andrew Ng
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
My implementation of the Spring 2013 cs229 projects @ ISU
Computational Linguistics.
CS760
Implementation of a Gibbs-Metropolis sampling algorithm in CUDA
R Companion to Montgomery's Design and Analysis of Experiments
code for Data Science From Scratch book
Data science interview questions with answers. Not ideally (yet)
My solutions to problems on Dataquest
data scientist's tool box (coursera class)
The Leek group guide to data sharing
This project creates an array of ints and sorts them using quick heap sort and merge sort. It then exports the time it takes to sort the array into an .xls file, the sorts are tested with both a reverse sorted array, a sorted array and a random array.
The open source core of the GraphLab ML library
Autoencoder framework for portfolio selection (paper published by J. B. Heaton, N. G. Polson, J. H. Witte.)
coursera Developing Data Products by Brian Caffo, PhD, Jeff Leek, PhD, Roger D. Peng, PhD, Johns Hopkins
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.