Wilson Cai's repositories
TMLEbootstrap
bootstrap confidence intervals for Targeted Maximum Likelihood Estimators
onestep.survival
Treatment-specific survival curve estimation via one-step TMLE algorithm
PH290-17Spr
PH290: Big Data for Biostatistics (UC Berkeley, Spring 2017)
stat243_2015_project
STA243 final group project (Fall 2015)
CS280MiniPlaces
Homework 2 for Berkeley CS 280: our version of the MIT Mini Places challenge
ee227c.github.io
EE227C (Spring 2018) Course page
h2o-tutorials
Tutorials and training material for the H2O Machine Learning Platform
MOSS-simulation
Reproduce the simulations in Cai W, van der Laan MJ (2019+). One-step TMLE for time-to-event outcomes.
simulation_super_efficient_ate
Simulation of Benkeser D, Cai W, van der Laan MJ (2019+). A nonparametric super-efficient estimator of the average treatment effect.
sl3
💪🤓 🤔 Modern Super Learning using Pipelines
survtmle
Targeted Learning for Survival Analysis
tensorflow-vgg
Re-implementation of VGG Network in tensorflow
tensorflow-wavenet
A TensorFlow implementation of DeepMind's WaveNet paper
thesis-masters-biostat
:black_nib: Biostatistics M.A. thesis: "Generalized application of empirical Bayes statistics to asymptotically linear parameters"
tweet2vec-multiclass
Twitter hashtag prediction
ucbthesis-phd
UC Berkeley PhD thesis template