CR-Sparse: Hardware accelerated functional algorithms for sparse signal processing in Python using JAX.
Shailesh KumarPublished in: J. Open Source Softw. (2021)
Keyphrases
- signal processing
- orders of magnitude
- data structure
- digital signal processing
- significant improvement
- worst case
- learning algorithm
- sparse matrix
- sparse data
- random projections
- sparse representation
- theoretical analysis
- open source
- high dimensional
- computer vision
- benchmark datasets
- programming language
- times faster
- computational complexity
- image processing
- compressed sensing
- machine learning
- avoid overfitting