amysheep Goto Github PK
Name: Amy Yang
Type: User
Bio: Data Science and Analytics Leader
Name: Amy Yang
Type: User
Bio: Data Science and Analytics Leader
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Simulate Bayesian A/B testing algorithms and evaluate the results of A/B tests with a shiny app.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Generate Bingo cards with R.
Public work and open source
cleveland heart disease dataset-logistic regression
Runnable examples of YW provenance queries highlighted in poster for DataONE AHM 2016.
D3 final project
Everything docker
Depression Trajectory Prediction model
An implementation of the Grammar of Graphics in R
Use language model, machine learning and neural network to train Gilmore Girl scripts and generate new dialogue given leading words
Utility functions and code snippets
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Machine Learning algorithm implementations from scratch.
MMM toy data for use in testing Robyn, VAR and other technologies
A Machine Programming Assignment for CS498: Cloud Computing Applications UIUC
For PyCon, PyData, ODSC, and beyond!
Five Maternal Characteristics Determine the 12-Month Course of Postpartum Depressive Symptoms
the gallery for pkgnet
The application process for becoming a project instructor
Uplift modeling package.
Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.
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.