sparse-coding
Sparse coder
An implementation of parallel sparse coding for converting dense word vectors to highly sparse vectors with L1 regularization
Parallel (asynchronous) sparse coding implementation for obtaining sparse overcomplete word vectors
54 stars
4 watching
19 forks
Language: C++
last commit: almost 9 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
| mfaruqui/non-distributional | A repository providing pre-built non-distributional word vector representations for NLP tasks | 62 |
| mfaruqui/crosslingual-cca | A tool for projecting word vectors from different languages into a shared space to analyze their semantic relationships. | 56 |
| mfaruqui/eval-word-vectors | A set of Python scripts for evaluating word vectors on various tasks and comparing similarity between words. | 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. | 101 |
 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. | 1,261 |
 patterns-ai-core/milvus | A Ruby wrapper around a vector search database API for efficient similarity searches in high-dimensional space | 25 |
 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 | 7 |
 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 | 721 |
 nmrksic/counter-fitting | A tool to update word vectors to align with linguistic constraints | 145 |
 mzucker/maptrace | Generates vector maps by tracing raster images. | 123 |