angelamzhou

angelamzhou's Stars

• twitter/the-algorithm

  Source code for Twitter's Recommendation Algorithm

  Language:Scala62.9k34398812.2k

• Pixelkit/PixelKit-Bootstrap-UI-Kits

  Free UI Kits built on Bootstrap for any developer that wants to build a cool looking and functional website. Enjoy!

  Language:JavaScript4.9k3809982

• py-why/EconML

  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.

  Language:Jupyter Notebook4k77585735

• st-tech/zr-obp

  Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

  Language:Python653884290

• khalil-research/PyEPO

  A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

  Language:Jupyter Notebook48481664

• schollz/poetry-generator

  A Python2 based Backus-Naur poetry generator

  Language:Python294241069

• BasisResearch/chirho

  An experimental language for causal reasoning

  Language:Python1931121612

• myleott/ark-twokenize-py

  Python port of the Twokenize class of ark-tweet-nlp

  Language:Python14112161

• clvoloshin/COBS

  OPE Tools based on Empirical Study of Off Policy Policy Estimation paper.

  Language:Python613814

• polychora-org/8up-zine

  A LaTeX template for a single-sheet zine.

  Language:TeX46105

• udellgroup/orie7191

  Materials for ORIE 7191: Topics in Optimization for Machine Learning

  Language:HTML438011

• math-econ-code/mec_equil

  'math+econ+code' masterclass on equilibrium transport and matching models in economics

  Language:Jupyter Notebook346028

• seandolinar/socialmediaparse

  Language:Python315016

• opimwue/ddop

  https://opimwue.github.io/ddop/.

  Language:Jupyter Notebook13326

• CausalML/continuous-policy-learning

  Language:Jupyter Notebook11244

• CausalML/interventions-disparate-impact-responders

  Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds

  Language:Jupyter Notebook11301

• gp2u/opendata4covid19

  Korean COVID-19 data extraction

  Language:R6403

• the-markup/investigation-vi-spdat

  Language:Jupyter Notebook6120

• alihajbabaie/COVID

  3200