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Name: Hao Wei
Type: User
Bio: I am a data scientist with extensive experience in biomedical research and computer programming. Have a Ph.D in genetics and M.S in computer science.
Location: San Francisco
Name: Hao Wei
Type: User
Bio: I am a data scientist with extensive experience in biomedical research and computer programming. Have a Ph.D in genetics and M.S in computer science.
Location: San Francisco
Mapping a variable-length sentence to a fixed-length vector using BERT model
Tensorflow implementation of contextualized word representations from bi-directional language models
Caffe: a fast open framework for deep learning.
Regression case study: predict the auction price of heavy equipment.
Classification case study: make the churn prediction based on Uber customer behavioral data.
An open source book that describes a large number of algorithmic techniques from the the fields of Biologically Inspired Computation, Computational Intelligence and Metaheuristics in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.
Coursera data analysis course, done in Python
Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton http://www.databookuw.com/
The Natural Language Decathlon: A Multitask Challenge for NLP
Deep Residual Learning for Image Recognition
The object of this work is to quantify the factors in influencing donor retention for a non-profit. I stratified the data and applied a patient survival model to predict the lifetimes and the hazards that will surface at different points of a donor's life. Then I calculated the Customer Lifetime Value (CLV) for each donor based on predicted lifetime, cost, and donation history. This allows the non-profit to make donor retention decisions based on data and analytics, not on instincts.
FHIR Protocol Buffers
Presentations from H2O meetups & conferences by the H2O.ai team
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Python code for checking out Google's pre-trained, 3M word Word2Vec model
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Kaggle Blue Book for Bulldozers Competition
⚓ 🎯 Kaggle titanic dataset exploration
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
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.
Lime: Explaining the predictions of any machine learning classifier
Data and code behind the stories and interactives at FiveThirtyEight
Multiple correspondence analysis
H2O.ai Machine Learning Interpretability Resources
Supporting code for short YouTube series Neural Networks Demystified.
Natural Language Inference Testbed
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.