shengbo-ma Goto Github PK
Name: OysterMax
Type: User
Company: Esri
Name: OysterMax
Type: User
Company: Esri
Object-Oriented Matlab code for numeric simulation of electric field distribution and related light absorption in thin-film opto-electronic devices
In this project, data analysis is conducted on a real-world dataset named Hotel Bookings Demand to investigate patterns on hotel booking behaviors. The dataset is the booking records provided by two hotels, one located in city and the other located in resort, in Portugal from 2015 to 2017. It is of great importance for hotel managing purpose to figures out the answers to following two questions: (i) How to predict whether a customer would cancel the booking or not? (ii) Are there any patterns in customers’ booking behaviors, by which they can be segmented into groups that enable the managing team to propose distinct promotions? Hence, customer segmentation and cancelation prediction are investigated. Customer segment is done by dimension reduction via t-SNE, followed by hierarchical clustering. Cancelation prediction is done by applying Random Forest Classification. It is found that there are 7 customer groups with distinct booking patterns. The cancelation prediction has achieved an accuracy of 80% and 79% for train and test set, respectively.
ml-commons provides a set of common machine learning algorithms, e.g. k-means, or linear regression, to help developers build ML related features within OpenSearch.
Solution for the coding challenge of Insights Data Engineering Fellow Program
Analysis data from five randomized controlled trials for patients with schizophrenia.
Personal Website
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.