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hybrid-predict-trainer-rs
v0.2.0 ExperimentalHybridized predictive training framework with warmup, full-train, predict, and residual correction phases for accelerated deep learning
MIT Edition 2021 MSRV 1.92
Quick Verdict
- ✓Actively maintained (updated 48d ago)
- !Pre-1.0: API may have breaking changes
- !Heavy dependency tree (27 direct deps)
- ✓Permissive license (MIT)
Security
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Downloads
77
Dependents
3
Releases
2
Size
441KB
Deep Insights
📉
Download decline
34 downloads in the last 30 days, down 21% from the previous period. May indicate migration to alternatives.
📦
Heavy dependency tree
27 direct dependencies. Consider the impact on compile times and supply chain complexity.
Health Breakdown
Maintenance 11/25
Recency, release consistency, active ratio
Quality 13/25
Yanked ratio, deps, size, maturity, features
Community 8/20
Reverse deps, ownership, ecosystem
Popularity 2/15
Downloads, momentum, growth trend
Documentation 15/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
1/day avg
Top Dependents
Most downloaded crates that depend on hybrid-predict-trainer-rs
Version Adoption
v0.2.0
78%
v0.1.0
22%
Release Timeline
2 releasessince 2026
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LessMore
Feature Flags
default =["std", "ndarray"]
std*cudafullwgpuasynccandlendarray*autodiffecosystem
README
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Maintainers
Dependencies
27
direct dependencies
Dependents
3
crates depend on hybrid-predict-trainer-rs