PSIS | Pareto smoothed importance sampling and PSIS | Validation library

by avehtari Python Version: Current License: GPL-3.0

X-Ray Key Features Code Snippets Community Discussions(4)Vulnerabilities Install Support

kandi X-RAY | PSIS Summary

PSIS is a Python library typically used in Utilities, Validation applications. PSIS has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. However PSIS build file is not available. You can download it from GitHub.

These files implement Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Matlab/Octave and Python (Python port made by Tuomas Sivula).

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Quality

Security

License

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Support

PSIS has a low active ecosystem.

It has 62 star(s) with 21 fork(s). There are 9 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 5 have been closed. On average issues are closed in 3 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of PSIS is current.

Quality

PSIS has no bugs reported.

Security

PSIS has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

PSIS is licensed under the GPL-3.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

PSIS releases are not available. You will need to build from source code and install.

PSIS has no build file. You will be need to create the build yourself to build the component from source.

Top functions reviewed by kandi - BETA

kandi has reviewed PSIS and discovered the below as its top functions. This is intended to give you an instant insight into PSIS implemented functionality, and help decide if they suit your requirements.

Compute the PSI smoothed log weights
Calculates the GPDF for a given matrix x
Compute the PSD for a log - likelihood
Implementation of the pinv function
Sum the logarithmic logarithm

Get all kandi verified functions for this library.

PSIS Key Features

No Key Features are available at this moment for PSIS.

PSIS Examples and Code Snippets

No Code Snippets are available at this moment for PSIS.

Community Discussions

Trending Discussions on PSIS

How to extract Posterior samples of Log Likelihood from PyStan?

Operational error 2055 while exporting pandas dataframe to MySQL using SQLAlchemy

Exporting pandas dataframe to MySQL using SQLAlchemy

Getting registry key value in VB.Net where key name has spaces

QUESTION

How to extract Posterior samples of Log Likelihood from PyStan?

Asked 2018-Nov-16 at 09:58

I need posterior samples of log likelihood terms to run PSIS here such that

...

ANSWER

Answered 2018-Mar-09 at 13:28

You can get the posterior samples of Log-Likelihood by doing: logp = fit.extract()['lp__']

Source https://stackoverflow.com/questions/49147905

QUESTION

Operational error 2055 while exporting pandas dataframe to MySQL using SQLAlchemy

Asked 2018-Oct-31 at 00:03

I am using SQLAlchemy for the first time to export around 6 million records to MySQL. Following is the error I receive:

...

ANSWER

Answered 2018-Oct-31 at 00:03

Problem is that you're trying to import 6 million rows as one chunk. And it is taking time. With your current config, pool_recycle is set to 1 second, meaning connection will close after 1 second, and that for sure is not enough time to insert 6 mill rows. My suggestion is next:

Source https://stackoverflow.com/questions/48711385

QUESTION

Exporting pandas dataframe to MySQL using SQLAlchemy

Asked 2018-Feb-23 at 15:22

I intend to export a pandas dataframe to MySQL using SQLAlchemy. Despite referring to all previous posts, I am unable to solve the issue:

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ANSWER

Answered 2018-Feb-23 at 15:22

After a lot of tinkering with the code and exploring different packages in Python, I was able to make the code work.

Code:

Source https://stackoverflow.com/questions/48689682

QUESTION

Getting registry key value in VB.Net where key name has spaces

Asked 2017-Dec-11 at 03:43

I am trying to read registry key value in VB.Net with not much luck. Here is the key in question: HKEY_LOCAL_MACHINE\SOFTWARE\Intel\Setup and Configuration Software\INTEL-SA-00086 Discovery Tool\System Status

Here is the code snippet

...

ANSWER

Answered 2017-Dec-10 at 18:01

The problem is related to reading from the 64-bit registry.

As found in Read 64-Bit Registry Values Using VB.Net, the solution which worked for the poster was:

use this Format to Read 64-Bit Registry values :

Source https://stackoverflow.com/questions/47746129

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install PSIS

You can download it from GitHub.
You can use PSIS like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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