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@typetensor/core

v0.3.0

Published

Core tensor operations for TypedTensor

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Links

Git

Maintainers

tomsanbeartomsanbear

Keywords

Readme

@typetensor/core

npm version

Core tensor operations with compile-time type safety for TypeScript

Part of TypeTensor

Install

npm install @typetensor/core

Key Features:

  • Compile-time shape validation using TypeScript's type system
  • NumPy-compatible broadcasting and operations
  • Complete Einstein notation (einops) support: rearrange, reduce, repeat
  • Full numeric type system with automatic promotion
  • Zero runtime overhead for type checking

Core Operations:

  • Creation: Tensor from data, zeros, ones, identity matrices
  • Arithmetic: Element-wise operations with automatic broadcasting
  • Linear Algebra: Matrix multiplication with shape inference
  • Shape Operations: reshape, transpose, slice, permute, squeeze, unsqueeze
  • Reductions: sum, mean, max, min, prod along specified axes
  • Einops: rearrange, reduce, repeat with pattern validation
  • Activations: softmax, log-softmax with numerical stability

See examples →

License

MIT