48
dfdx
v0.13.0 GrowingErgonomic auto differentiation in Rust, with pytorch like apis.
MIT OR Apache-2.0 Edition 2021 MSRV 1.65
#neural-network#tensor#autodiff#deep-learning#backprop
Quick Verdict
- ✕Not updated for 2+ years
- !Pre-1.0: API may have breaking changes
- ✓Permissive license (MIT OR Apache-2.0)
Security
Checking security advisories...
Downloads
109.5K
Dependents
11
Releases
17
Size
282KB
Deep Insights
📈
Strong growth momentum
1.1K downloads in the last 30 days (38/day), up 22% from the previous period.
🔬
Pre-1.0 for over a year
Despite being 3+ years old, dfdx hasn't reached 1.0 yet. Expect potential API changes between versions.
🌟
Used by top crates
Notable dependents include rurel, luminal, luminal_cuda, luminal_metal, decision_transformer_dfdx. When high-quality crates choose dfdx, it's a strong quality signal.
Health Breakdown
Maintenance 6/25
Recency, release consistency, active ratio
Quality 15/25
Yanked ratio, deps, size, maturity, features
Community 6/20
Reverse deps, ownership, ecosystem
Popularity 6/15
Downloads, momentum, growth trend
Documentation 15/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
31/day avg+50%
Top Dependents
Most downloaded crates that depend on dfdx
Version Adoption
v0.13.0
44%
v0.10.0
21%
v0.11.2
17%
v0.9.0
11%
v0.11.0
7%
Release Timeline
17 releasessince 2022
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Feature Flags
default =["std", "fast-alloc", "cpu"]
cpu*f16std*cudacudnnnumpyno-stdnightlyci-checktest-f16test-f64fast-alloc*safetensorstest-amp-f16test-integrations
README
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Maintainers
Dependencies
17
direct dependencies
Dependents
11
crates depend on dfdx