Rui Wang's repositories
Deep-Learning
Resources of deep learning courses by Andrew Ng
SQL_Resources
A summary of SQL exercises
Double-Fusion
A bayesian approach to examining default mode network functional connectivity and cognitive performance in major depressive disorder
PySpark-Machine-Learning
A collection of machine learning examples using PySpark
A_Road_to_Data_Science
This is based on my experience of how to prepare data science interviews.
Amazon_Review_Sentiment_Analysis
Flask Webapp Using Machine Learning
NYC_airport_market_share
Data challenge of NYC taxi
Advanced_Statistical_Computing
Homework for Advanced Statistical Computing
adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
google-research
Google Research
GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Kaggle-Project
Kaggle Competition
learning-apache-spark
This repository contains apache spark tutorials implemented with pypsark. For some machine learning methods, there will be comparisons between pyspark and R results.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
pytopicrank
Keyphrase extraction (TopicRank)
rtrouton_scripts
Scripts to share
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
tensorflow-tutorial
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
wangruinju.github.io
My personal blog: http://rui-wang.com. This is based on a free and open-source Jekyll theme, which is great for blogs and easy to customize.