Software
Numerical Computing
Spectra
C++ library for large-scale eigenvalue and SVD problems (Honorable Mention of John Chambers Award 2016)
![](https://statr.me/images/sticker-spectra.png)
RSpectra
Large-scale eigenvalue decomposition, SVD, and principal component analysis
![](https://statr.me/images/sticker-rspectra.png)
LBFGS++
A header-only C++ library for L-BFGS and L-BFGS-B algorithms
![](https://statr.me/images/sticker-lbfgspp.png)
RcppNumerical
Rcpp integration for numerical computing libraries
![](https://statr.me/images/sticker-rcppnumerical.png)
Fastncdf
Fast computation of normal cumulative distribution function
![](https://statr.me/images/sticker-fastncdf.png)
Statistical Modeling and Machine Learning
ReHLine
Regularized composite ReLU-ReHU loss minimization with linear computation and linear convergence
![](https://statr.me/images/sticker-rehline.png)
TemperFlow
Efficient multimodal sampling via tempered distribution flow
![](https://statr.me/images/sticker-temperflow.png)
MarkerPen
Marker gene detection via penalized principal component analysis
![](https://statr.me/images/sticker-markerpen.png)
ALMOND
Adaptive latent modeling and optimization via neural networks and Langevin diffusion
![](https://statr.me/images/sticker-almond.png)
CDtau
Unbiased contrastive divergence algorithm for training energy-based latent variable models
![](https://statr.me/images/sticker-cdtau.png)
MiniDNN
A header-only C++ library for deep neural networks
![](https://statr.me/images/sticker-minidnn.png)
Recosystem
Recommender system using parallel matrix factorization
![](https://statr.me/images/sticker-recosystem.png)
Graphics and Data Visualization
Showtext
An R package that makes it easier to use fonts in R graphics
![](https://statr.me/images/sticker-showtext.png)
R2SWF
Creating Flash animations from R graphics
![](https://statr.me/images/sticker-r2swf.png)
Reproducible Research
Prettydoc
Creating pretty documents from R Markdown
![](https://statr.me/images/sticker-prettydoc.png)