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Adaptive Synthetic Sampling Approach for Imbalanced Learning
Include the common algorithm questions in leetcode, cc150 implemented in Java and Python, including test cases.
Codes related to activities on AV including articles, hackathons and discussions.
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Open Source Image and Video Restoration Toolbox, especially for Super-Resolution, including EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
General Assembly's Data Science course in Washington, DC
Observations from Ian on successfully delivering data science products
Atom diffusion Monte Carlo Simulation
Plotting Assignment 1 for Exploratory Data Analysis
The fast.ai deep learning library, lessons, and tutorials
Python library for hierarchy of ICD9 Codes
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Peer Assessment 1 for Reproducible Research
Lectures on scientific computing with python, as IPython notebooks.
Open source software library for numerical computation using data flow graphs.
This is an effort to create the canonical LaTeX style for typesetting UCSD doctoral dissertations.
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.