Qin Yu's starred repositories
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.
tableau_tools
Package containing Tableau REST API, XML modification, tabcmd and repository tools
property-finder
A turnkey solution for a fictitious real estate business
altair-tutorial
Notebooks for the Altair tutorial
altair_data_server
A background data server for Altair charts.
WebCrawling101
Ever wanted to learn the basics of writing a Web Crawler / Scraper ? Look no further !
ServerlessCrawler-VancouverRealState
A Serverless Crawler For Real State Data in Vancouver Using AWS Lambda, Dynamo, RDS MySQL and CloudWatch
USBuildingFootprints
Computer generated building footprints for the United States
healthcareai-py
Python tools for healthcare machine learning
healthcareai-r
R tools for healthcare machine learning
production-tools
A bare-bones repository demonstrating how to set up tools for data science projects that will help you write higher quality code.
autoimpute
Python package for Imputation Methods
machine-learning
:earth_americas: machine learning tutorials (mainly in Python3)
dask-examples
Easy-to-run example notebooks for Dask
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
data-science-on-gcp
Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017
blazingsql
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
Keras_Deep_Clustering
How to do Unsupervised Clustering with Keras
Data-Analysis
Data Science Using Python
deep-learning
Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke
jupyterlab-configuration
Containerized and Script-controlled JupyterLab Project Environment
usaspending-api
Server application to serve U.S. federal spending data via a RESTful API
lending_loan_prediction
The purpose of this project is to process the dataset, analyze it, do some feature engineering and finally make a predictive loan model for an applicant.