lingxuez

lingxuez's Stars

• CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

  aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

  Language:Jupyter Notebook26.8k1.4k2457.9k

• magenta/magenta

  Magenta: Music and Art Generation with Machine Intelligence

  Language:Python19.2k7539613.7k

• newmarcel/KeepingYouAwake

  Prevents your Mac from going to sleep.

  Language:Objective-C5.6k66143223

• jcjohnson/fast-neural-style

  Feedforward style transfer

  Language:Lua4.3k130169816

• SheffieldML/GPy

  Gaussian processes framework in python

  Language:Python2k113770562

• DmitryUlyanov/texture_nets

  Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

  Language:Lua1.2k5891217

• brandomr/document_cluster

  A guide to document clustering in Python

  Language:Jupyter Notebook5102517339

• RGLab/MAST

  Tools and methods for analysis of single cell assay data in R

  Language:R2281017957

• blei-lab/dtm

  This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

  Language:Shell198461579

• datquocnguyen/LFTM

  Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

  Language:Java178131359

• hemberg-lab/SC3

  A tool for the unsupervised clustering of cells from single cell RNA-Seq experiments

  Language:R119119655

• slinderman/pypolyagamma

  Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.

  Language:C++8283727

• blei-lab/hlda

  This implements hierarchical latent Dirichlet allocation, a topic model that finds a hierarchy of topics. The structure of the hierarchy is determined by the data.

  Language:JavaScript7727020

• blei-lab/DynamicPoissonFactorization

  Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

  Language:C++4937030

• yixuan/rARPACK

  Solvers for Large Scale Eigenvalue and SVD Problems

  Language:R4513821

• kdkorthauer/scDD

  R package to identify genes with differential distributions in single-cell RNA-seq

  Language:R3251815

• yalechang/symnmf

  Language:MATLAB222011

• jingshuw/descend

  Language:R16552

• vqv/fps

  An R package for sparse PCA via Fantope Projection and Selection

  Language:C++15207

• cascobayesian/ecostates

  Infinite dimensional Dirichlet-multinomial mixtures for ecological count data

  Language:R6211