This release is a pre-release and may not be stable for production use.
Copyright (c) 2020 Nico Piatkowski
pxpy
The python library for discrete pairwise undirected graphical models.
Changelog
1.0a23: Improved: Structure estimation
1.0a22: Improved: Discretization engine, support for external inference engine. Added: default to 32bit computation (disable via env PX_USE64BIT)
1.0a21: Improved: Support for external inference engine
1.0a20: Added: Support for external inference engine (access via env PX_EXTINF)
1.0a19: Improved: Manual model creation
1.0a18: Added: Debug mode (linux only, enable via env PX_DEBUGMODE)
1.0a17: Improved: API, tests, regularization. Added: AIC and BIC computation
1.0a16: Improved: Memory management, access to optimizer state in optimization hooks. Added: Support for training resumption
1.0a15: Improved: API
1.0a14: Improved: Memory management
1.0a13: Improved: Memory management (fixed leak in conditional sampling/marginals)
1.0a12: Improved: Access to vertex and pairwise marginals
1.0a11: Added: Access to single variable marginals
1.0a10: Improved: Library build process
1.0a9: Added: Conditional sampling
1.0a8: Imroved: Maximum-a-posteriori (MAP) estimation. Added: Custom graph construction
1.0a7: Added: Conditional marginal inference, support for Ising/minimal statistics
1.0a6: Added: Manual model creation, support for training data with missing values (represented by pxpy.MISSING_VALUE)
1.0a5: Improved: Model management
1.0a4: Added: Model access in regularization and proximal hooks
1.0a3: Improved: GLIBC requirement, removed libgomp dependency
1.0a2: Added: Python 3.5 compatibility
1.0a1: Initial release
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Metadata
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Release files for pxpy 1.0a23
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Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| pxpy-1.0a23.tar.gz | 11.7 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pxpy-1.0a23-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 23.5 MB
Release files / pxpy-1.0a23.tar.gz
| Download URL | pxpy-1.0a23.tar.gz |
|---|---|
| Size | 11.7 MB |
| Tags | Source |
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Release files / pxpy-1.0a23-py3-none-any.whl
| Download URL | pxpy-1.0a23-py3-none-any.whl |
|---|---|
| Size | 11.8 MB |
| Tags | Python 3 |
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twine/3.1.1 pkginfo/1.5.0.1 requests/2.23.0 setuptools/46.1.3 requests-toolbelt/0.9.1 tqdm/4.40.0 CPython/3.8.2
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