basalt-org/basalt

A Machine Learning framework from scratch in Pure Mojo 🔥

Archived
39
/ 100
Emerging

Implements core ML operations (matrix multiplication, convolution, activation functions) with static graph compilation via Mojo's parametric functions and MLIR backend, enabling compile-time optimizations comparable to PyTorch performance. Includes custom Tensor implementations and benchmarking against standard frameworks, with a roadmap targeting GPU support, operator fusion, and ONNX compatibility.

442 stars. No commits in the last 6 months.

Archived Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 13 / 25

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Stars

442

Forks

28

Language

Mojo

License

Last pushed

Jan 18, 2025

Commits (30d)

0

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