Balík: python3-bumps (1.0.1-1)
Odkazy pre python3-bumps
Zdroje Debian:
Stiahnuť zdrojový balík python-bumps:
Správcovia:
- Debian Science Maintainers (Stránka QA, Konferencia)
- Drew Parsons (Stránka QA)
- Stuart Prescott (Stránka QA)
Externé zdroje:
- Domovská stránka [github.com]
Podobné balíky:
Experimentálny balík
Upozornenie: Tento balík pochádza z distribúcie experimental. To znamená, že je pravdepodobne nestabilný alebo môže dokonca spôsobiť stratu údajov. Predtým, než ho začnete používať sa prosím pozrite do záznamu zmien a ďalšej možnej dokumentácie.
data fitting and Bayesian uncertainty modeling for inverse problems (Python 3)
Bumps is a set of routines for curve fitting and uncertainty analysis from a Bayesian perspective. In addition to traditional optimizers which search for the best minimum they can find in the search space, bumps provides uncertainty analysis which explores all viable minima and finds confidence intervals on the parameters based on uncertainty in the measured values. Bumps has been used for systems of up to 100 parameters with tight constraints on the parameters. Full uncertainty analysis requires hundreds of thousands of function evaluations, which is only feasible for cheap functions, systems with many processors, or lots of patience.
Bumps includes several traditional local optimizers such as Nelder-Mead simplex, BFGS and differential evolution. Bumps uncertainty analysis uses Markov chain Monte Carlo to explore the parameter space. Although it was created for curve fitting problems, Bumps can explore any probability density function, such as those defined by PyMC. In particular, the bumps uncertainty analysis works well with correlated parameters.
Bumps can be used as a library within your own applications, or as a framework for fitting, complete with a graphical user interface to manage your models.
This package installs the library for Python 3.
Ostatné balíky súvisiace s balíkom python3-bumps
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- dep: python3
- interactive high-level object-oriented language (default python3 version)
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- dep: python3-aiohttp
- klient/server HTTP pre asyncio
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- dep: python3-blinker
- Fast, simple object-to-object and broadcast signaling (Python3)
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- dep: python3-dill
- serializácia (takmer) všetkého v Pythone 3
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- dep: python3-h5py
- general-purpose Python interface to hdf5
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- dep: python3-matplotlib (>= 1.0)
- systém v Pythone na vykresľovanie v štýle podobnom Matlabu
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- dep: python3-numpy (>= 1.3.0)
- Python library for numerical computations (Python 3)
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- dep: python3-plotly
- Python 3 plotting library for publication-quality graphs
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- dep: python3-scipy (>= 0.7.0)
- vedecké nástroje pre Python 3
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- dep: python3-socketio
- python3 implementation of the Socket.IO realtime client and server
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- rec: bumps-private-libs
- data fitting and Bayesian uncertainty modeling for inverse problems (libraries)
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- rec: python3-wxgtk4.0
- Python 3 interface to the wxWidgets Cross-platform C++ GUI toolkit
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- sug: python-bumps-doc
- data fitting and Bayesian uncertainty modeling for inverse problems (docs)
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- sug: python3-sklearn
- Python modules for machine learning and data mining - Python 3
Stiahnuť python3-bumps
| Architektúra | Veľkosť balíka | Nainštalovaná veľkosť | Súbory |
|---|---|---|---|
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