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Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Constrained Policy Optimization
Determine where to place new charging stations on a map based on locations of existing charging stations and points of interest.
Graph Neural Network application in predicting AC Power Flow calculation. Developed with Pytorch Geometric framework.
Graph Neural Network Tutorial
Graph neural networks for molecular design.
Representation learning on large graphs using stochastic graph convolutions.
Reinforcement Learning for Real time Pricing and Scheduling Control in EV Charging Stations
Materials for blogs and conferences
for fundamental data csv analysis
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Reinforcement Learning for Solving the Vehicle Routing Problem
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.