sparse-coding

Sparse coder

This implementation provides parallel sparse coding functionality for converting dense word vectors to highly sparse representations with L1 regularization.

Parallel (asynchronous) sparse coding implementation for obtaining sparse overcomplete word vectors

GitHub

54 stars
4 watching
19 forks
Language: C++
last commit: about 7 years ago

Related projects:

Repository Description Stars
mfaruqui/non-distributional Provides non-distributional word vector representations and tools to create them from linguistic lexicons 62
mfaruqui/crosslingual-cca A tool to project word vectors of different languages into the same space using canonical correlation analysis (CCA) 56
mfaruqui/eval-word-vectors Tools for evaluating word vectors on various tasks 120
gordonhu608/mqt-llava A vision-language model that uses a query transformer to encode images as visual tokens and allows flexible choice of the number of visual tokens. 97
josephwilk/rsemantic A Ruby document vector search system with support for flexible matrix transforms 146
mitsuba-renderer/enoki Enables automatic transformations of numerical code to create vectorized and differentiated implementations on modern processor architectures. 1,259
patterns-ai-core/milvus A Ruby wrapper around a vector search database API for efficient similarity searches in high-dimensional space 24
telly/mrvector A 7+ backport of VectorDrawable with limited Android compatibility and support 654
recolude/unitpacking A library for storing unit vectors in an efficient format 6
malcolmgreaves/avro-codegen A tool that generates Scala code from Avro schemas 9
refefer/word2vec-scala A Scala implementation of the word2vec model representation. 11
smokku/femtovg An antialiased 2D vector graphics rendering library written in Rust. 0
tunabrain/sparse-voxel-octrees A CPU-based algorithm for efficiently rendering and manipulating 3D voxel data structures using octree representations 720
nmrksic/counter-fitting A tool for modifying word vectors to conform to linguistic constraints 144
mzucker/maptrace Generates vector maps by tracing raster images. 123