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Repo for Yale Applied Empirical Methods PHD Course
Code for Applied Text Analysis with Python
Binary Programming Formulation for Learning Classification Trees Using Cplex
Graduate course "Structural Econometrics in Labor and IO" at Berlin School of Economics and DIW Graduate Center
Caffe: a fast open framework for deep learning.
RStudio Cheat Sheets
Compiles websites and other resources, which are resourceful for Data Scientists
Systematic dataset of Covid-19 policy, from Oxford University
Source code for blog post: A Practical Introduction to Deep Learning with Caffe and Python
demo
DoubleML - Double Machine Learning in R
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Wiki to develop users' contributed material for GEE documentation
Sync repository to enable pull requests to GEE users' contributions Wiki:
An implementation of the Grammar of Graphics in R
Bayesian Modelling of the Dynamic GMVP Weights
A quick hack, visualizing some Malawi Aid Data
Calculation of heat stress indices
Land Use Classification using Convolutional Neural Network in Keras
Repository to test git lfs and manage GitHub repositories with large datasets.
Lime: Explaining the predictions of any machine learning classifier
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.