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100 Days of ML Coding
Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)
Utilities and scripts developed as part of Microsoft's Team Data Science Process for productive data science
Capital One 2 dataset Dataset Challenge - Success
R package to the manuscript " Parsimonious model-based clustering with envelopes" by Wang, Zhang and Mai (2018). It includes the envelope-EM algorithms for fitting Gaussian Mixture Models.
Distribution of US baby names, 1880-2008
Cheat Sheets
cheat sheet for data scientists
The Leek group guide to data sharing
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
My solutions to the book "Collection of Data Science TakeHome Challenges" in Python.
Plotting Assignment 1 for Exploratory Data Analysis
R Code for Neural Net, Multi-class perceptron , Naive Bayes , Support Vector machine classification and Dimensional reduction+Clustering with regression.
machine learning and deep learning tutorials, articles and other resources
Microsoft R Open Source
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Analysis of NYC Green Taxi and a model to predict the tip as a percentage of the total fare
EPFL Course - Optimization for Machine Learning - CS-439
Repository for Programming Assignment 2 for R Programming on Coursera
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
:earth_americas: Simple and ready-to-use tutorials for TensorFlow
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.