Side by side
anesthetic vs pycvi
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 Linux
anesthetic provides statistical calculations, diagnostics, plotting, and replay for scientific sampling chains. Its Python requirements and Linux focus suit users comfortable installing and scripting scientific software.
Visit anesthetic Free plan Linux
pycvi provides a focused toolkit for comparing and selecting clusterings without external labels. Its free MIT license and multiple installation methods suit Python workflows, but dependency compatibility needs attention.
Visit pycviThe facts
| anesthetic | pycvi | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Linux | Linux |
| Lowest paid plan | Not published | Free or on request |
| Plans published | None | 2 |
| Maker | anesthetic | Not published |
| Website | anesthetic.readthedocs.io | pycvi.readthedocs.io |
| On statistical analysis software | #60 of 106 | #64 of 106 |
anesthetic: what it does well
- Computes several Bayesian statistics
- Supports nested-sampling and MCMC chains
- Provides one- and two-dimensional plots
- Interactive replay handles listed file structures
- Free and MIT-licensed
What to know first
- Requires Python 3.9 or later
- Basic requirements include several dependencies
- Primarily designed for nested-sampling outputs
- Linux platform listed
pycvi: what it does well
- Implements 12 internal clustering validity indices
- Supports DTW, MSM, DBA, and MBA
- Allows custom indices and majority-vote selection
- Provides Variation of Information distances
- Works with several listed clustering libraries
What to know first
- Linux desktop package only
- No statistical tests or regression models
- Example scripts may require extra dependencies
- scikit-learn-extra 0.3.0 conflicts with NumPy 2.0+
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