hongleixie Goto Github PK
Name: HX
Type: User
Bio: Full-stack DS with a passion turning ML into real impact
Location: Toronto
Blog: hongleixie.github.io
Name: HX
Type: User
Bio: Full-stack DS with a passion turning ML into real impact
Location: Toronto
Blog: hongleixie.github.io
Implement the JASA paper "Adaptive Thresholding for Sparse Covariance Matrix Estimation"
Python implementation of the paper: Boosting for Transfer Learning
Deploy a toy classification ML model with Flask and Docker
Budget-Constrained Multi-Armed Bandit and Contextual Bandit
An interactive demonstration of using a deep conditional variational autoencoder to generate synthetic MNIST style handwriting digit
DeepSearchRelevanceRanking-KDD2022-Tutorial
Winning method in the DREAM Big Data Predictive Modelling Competition
Python + TensorFlow implementation of the DropoutNet model
My solution to the book A Collection of Data Science Take-Home Challenges
Serving a simple RF classifier in batches with FastAPI and Docker
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
My Personal Website
An ongoing list of pandas quirks
Public repo for DeepLearning.AI MLEP Specialization
A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html
Implement popular ML models in Python from scratch
Free MLOps course from DataTalks.Club
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
Python project template with type checking and Makefile 🐍
My mac dotfiles and install scripts
interactive BI tool
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.