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pointcloud-0.5.5
Point Cloud
A dataset access layer that allows for metadata to be attached to points. Used for goko. Currently this accelerates distance calculations with a set of packed_simd accelerated norms and a rayon threadpool while abstracting the access of the datapoints across multiple data files. It's structured in such a way that adding formats should be easy.
Planned Features
Current work
- Benchmarks.
- PCA, & Gaussian calculators.
Near Future
- Cleanup of the metadata feature in
pointcloud - Sparse accessors and sparse databacking
Future
- Network interface for distributed datasets.
- Image file abstraction for applications like imagenet.
- Asynchronous access for the network and file accessors.