ck37/the-matrix-154 ck37/the-matrix-154

  • Stars
    star
    1
  • Language
    R
  • Created almost 9 years ago
  • Updated almost 9 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
ck37/the-matrix-154
github

ck37

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Text analytics project for Stat 154 Statistical Learning at UC Berkeley, Fall 2015.

More Repositories

1

coral-ordinal

Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)
Python
77
star
2

varimpact

Variable importance through targeted causal inference, with Alan Hubbard
R
57
star
3

superlearner-guide

SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.
HTML
36
star
4

ck37r

R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.
R
18
star
5

atlantic-causal-2017

Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition
R
12
star
6

Predictive-Modeling-in-R

Workshop (2-6 hours): cleaning, missing value imputation, EDA, ensemble learning, calibration, variable importance ranking, accumulated local effect plots. WIP.
R
12
star
7

featurerank

Ensemble feature ranking for SuperLearner variable selection
R
9
star
8

randomize_ado

Stata module for random assignment, including blocking, balance checking, and automated rerandomization.
Stata
8
star
9

hpc-savio-xsede

Multicore and multi-node parallel R computation via SLURM on the Savio cluster at UC Berkeley, plus XSEDE
Shell
8
star
10

garden-iot

Automated garden system for my office
Python
7
star
11

htestimate

Horvitz-Thompson estimator for RCTs, with Joel Middleton
R
6
star
12

ppmi-challenge-2016

Parkinson's Progression Marker Initiative data science challenge, 2016
R
4
star
13

kp-dsc-2018

Kaiser Permanente Data Science Competition 2018
R
3
star
14

clinsent

Estimate sentiment in clinical notes via keywords or deep learning models
Python
3
star
15

google_geocoder.py

Geocodes a text file using the Google Maps API.
Python
3
star
16

concise-r

A concise introduction to R programming and data analysis
HTML
3
star
17

intrees-stel

Customization of Houtao Deng's inTrees-STEL analysis
R
3
star
18

gmail_add_emails.py

Add a file of emails into a gmail contact list.
Python
2
star
19

mimic-clinical-sentiment

Manuscript under review
Jupyter Notebook
2
star
20

toxic-comments-fastai-pytorch

Analyzing Jigsaw's toxic comments Kaggle challenge using fastai + pytorch
Jupyter Notebook
2
star
21

vip-polling-place

Determine the polling place for records listed in a text file, using Google's Voter Information Project API.
Python
1
star
22

rcteval_ado

Stata module to evaluate randomized controlled trials using a systematic methodology.
Stata
1
star
23

tlmixture

Data-adaptive creation of exposure (treatment) mixtures using targeted learning
R
1
star