syadlowsky Goto Github PK

arxiv2bibtex-firefox

caffe

Caffe: a fast open framework for deep learning.

calibration

Code implementing "A Calibration Metric for Risk Scores with Survival Data" (MLHC 2019)

cate-sensitivity-sieve

causallearning

Methods for heterogeneous treatment effect estimation

cifar-fun

data-reopening

density-estimation

dotvim

my vim config

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.

emacs-migration

This is a small repo with my emacs migration plan. Hopefully I will update with my success / failure as it goes.

equilibriumsolver

A user-equilibrium traffic assignment library.

game-of-life

Demo application for the 'Jenkins: The Definitive Guide' book

grf

Generalized Random Forests

growth-rate-estimation

habitat

Hackers@Berkeley's apps to help people hack better!

hmm

This project is a Ruby gem ('hmm') for machine learning that natively implements a (somewhat) generalized Hidden Markov Model classifier. At present, it is capable of supervised learning (using labeled training data) and Viterbi decoding. Unsupervised learning is on the way.

hte

hte-prediction-rcts

Predicting treatment effects from RCTs (Circulation: CQO 2019).

hypertension-classes-iv

Simulation demonstrating concerns with IV analysis in "Incremental effects of antihypertensive drugs: instrumental variable analysis"

ieee-site-engine

Basic CMS used for ieee.berkeley.edu

ihtpy

Implementation of iterative hard thresholding in python with the scipy/numpy libraries

lifelines

Survival analysis in Python

logistic-regression

memoize.jl

＠memoize macro for Julia

mirror-descent

Library for simplex constrained optimization via mirror descent

omniauth-hackid

See https://github.com/HackBerkeley/omniauth-hackid for the official version.

openbanana

A simple gem for bootstrapping DBs for things

over-9000

VEGETA! WHAT DOES THE SCOUTER SAY ABOUT HIS POWER LEVEL?

phi-estimation