numra-autodiff
v0.1.5 ExperimentalAutomatic differentiation for Numra: forward-mode (Dual numbers) and reverse-mode (tape) for gradients and Jacobians.
Quick Verdict
- โActively maintained (updated 52d ago)
- !Pre-1.0: API may have breaking changes
- โTiny footprint (16KB, 3 deps)
Security
Deep Insights
95 downloads in the last 30 days, down 44% from the previous period. May indicate migration to alternatives.
Only 3 direct dependencies. Lean dependency tree means faster builds and lower supply chain risk.
At 16KB, numra-autodiff is lightweight. Small crate size correlates with focused, well-scoped functionality.
Notable dependents include numra-ode, numra-optim, numra. When high-quality crates choose numra-autodiff, it's a strong quality signal.
Health Breakdown
Recency, release consistency, active ratio
Yanked ratio, deps, size, maturity, features
Reverse deps, ownership, ecosystem
Downloads, momentum, growth trend
Docs, repo, license, metadata
Download Trend
Top Dependents
Most downloaded crates that depend on numra-autodiff