bstewart's Stars
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
jacobeisenstein/gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
hadley/r4ds
R for data science: a book
HugoBlox/theme-academic-cv
🎓 无需编写任何代码即可轻松创建漂亮的学术网站 Easily create a beautiful academic résumé or educational website using Hugo and GitHub. No code.
cemoody/lda2vec
grf-labs/grf
Generalized Random Forests
dselivanov/text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
ropensci/pdftools
Text Extraction, Rendering and Converting of PDF Documents
thomasp85/lime
Local Interpretable Model-Agnostic Explanations (R port of original Python package)
paulgp/beamer-tips
clauswilke/colorblindr
An R package to simulate colorblindness on R figures.
HenrikBengtsson/matrixStats
R package: Methods that Apply to Rows and Columns of Matrices (and to Vectors)
corels/corels
Learning Certifiably Optimal Rule Lists
JBGruber/LexisNexisTools
:newspaper: Working with newspaper data from 'LexisNexis'
blei-lab/publications
The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).
justingrimmer/CausalInf
This the repository for the Spring Causal Inference Course
justingrimmer/Math18
Stanford's Math Camp for 2018
Apress/intro-to-deep-learning-using-r
Source code for 'Introduction to Deep Learning Using R' by Taweh Beysolow II
ChristopherLucas/txtorg
Software for preprocessing textual data in multiple languages for textual analysis.
ChristopherLucas/translateR
R Package for Cross-Language Topic Modeling
ChristopherLucas/MatchingFrontier
Optimal pruning for imbalance minimization in causal inference
ilundberg/teaching
Teaching materials
justingrimmer/ModelInference
Slides and homework for model based inference
Luwei-Ying/validateIt
mimno/TidyMallet
A tidy-native LDA implementation in Rcpp
AntonioCoppola/stmCorrViz
Visualizations for topic models
mimno/info6150-fall2018
Resources for Advanced Topic Modeling (Fall 2018)
alexhanna/unm-text-as-data
UNM Text as Data workshop -- 2018-04-09
leeper/lectures
Collection of files for miscellaneous talks and lectures
justingrimmer/voterID
Replication Archive for Grimmer, Hersh, Meredith, Mummolo, and Nall (PaperReplication) and presentation (Replication)