Download
Finch is a cutting-edge Julia-to-Julia compiler specially designed for optimizing loop nests over sparse or structured multidimensional arrays. Finch empowers users to write conventional for loops which are transformed behind-the-scenes into fast sparse code.
Features
- Maintain readable, dense loop structures in your code, and let Finch handle the complexities of sparse data manipulation
- Finch’s compiler is intuitive and modular, applying optimizations such as constant propagation and term rewriting. Rules like x * 0 => 0 eliminate unnecessary computations in sparse code automatically
- Seamlessly works with major sparse formats (CSC, CSF, COO, Hash, Bytemap, Dense Triangular) and unique structures like Run Length Encoding or user-defined background (zero) values
- Introduces flexibility in computations by supporting conditionals, multiple outputs, and even user-defined types and functions
- Ease of Writing
- Wide Format Support
- Enhanced Control Structures
Project Samples
Categories
Data VisualizationLicense
MIT LicenseFollow Finch.jl
Other Useful Business Software
Enterprise Job Scheduling Software
Managing your sprawling data center and cloud with disparate native schedulers creates chaos. Achieve unparalleled control and efficiency over your entire IT environment with JAMS job orchestration tools. JAMS provides the singular, centralized platform required to overcome the complexities of disparate native schedulers. Automate, secure, and govern all your workloads, eliminating fragmented control, compliance risks, and operational bottlenecks. JAMS streamlines operations and ensures audit-ready history, transforming your enterprise automation with confidence and precision.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Finch.jl!
