Frequent Direction
Implementation of Frequent-Directions algorithm for efficient matrix sketching [E. Liberty, SIGKDD2013]
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Libskylark | 87 | 6 years ago | 15 | other | Perl | |||||
| Sketching-based Distributed Matrix Computations for Machine Learning | ||||||||||
| Frequent Direction | 26 | 9 years ago | bsd-2-clause | Python | ||||||
| Implementation of Frequent-Directions algorithm for efficient matrix sketching [E. Liberty, SIGKDD2013] | ||||||||||
| Frequent Directions | 18 | 7 years ago | 1 | Python | ||||||
| Implements the frequent directions algorithm for approximating matrices in streams | ||||||||||
| Frequent Directions Experiments | 14 | 2 years ago | 1 | Python | ||||||
| Contains matrix sketching algorithms in python | ||||||||||
| Stream Anomaly Detect | 13 | 8 years ago | Jupyter Notebook | |||||||
| Implementation of algorithms proposed by [Huang and Kasiviswanathan] | ||||||||||
| Matrixproductpca | 8 | 7 years ago | apache-2.0 | Scala | ||||||
| Code for our paper "Single Pass PCA of Matrix Products" | ||||||||||
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Python
Algorithms
Matrix
Pca
Directions
Sketching