Side by side
prisonbrief vs TorchMetrics
Both stand on statistical analysis software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan LinuxMacWindows
prisonbrief provides scripted access to World Prison Brief tables, trends, and map shapes across desktop operating systems. Analysts should account for extra cleaning required by some country-level data.
Visit prisonbrief Free plan Linux
TorchMetrics provides a broad, standardized metric toolkit for PyTorch projects, with distributed and batch-aware calculations. Its free Apache 2.0 licensing and Lightning integration suit developers who can manage optional dependencies and version compatibility.
Visit TorchMetricsThe facts
| prisonbrief | TorchMetrics | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Linux, Mac, Windows | Linux |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 1 | 1 |
| Maker | Not published | Not published |
| Website | danilofreire.github.io | lightning.ai |
| On statistical analysis software | #44 of 106 | #48 of 106 |
prisonbrief: what it does well
- Free MIT-licensed open-source package
- Runs on Linux, macOS, and Windows
- Provides country, regional, and world tables
- Includes prison population time series
- Supplies geometric shapes for maps
What to know first
- Country-level tables may need additional cleaning
- Requires R and spatial-data packages
- Linux may require libudunits2-dev
- No paid plans are listed
TorchMetrics: what it does well
- More than 100 metrics across many domains
- Supports distributed state synchronization
- Accumulates results across batches
- Custom metrics use Metric subclassing
- Works with PyTorch without Lightning
What to know first
- Linux platform listing only
- Plotting requires matplotlib
- Specialized metrics may need extra dependencies
- Supports latest two Lightning major versions
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