delfi | Density estimation likelihood-free inference | Machine Learning library

by mackelab Python Version: Current License: Non-SPDX

X-Ray Key Features Code Snippets Community Discussions(3)Vulnerabilities Install Support

kandi X-RAY | delfi Summary

delfi is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. delfi has no bugs, it has no vulnerabilities, it has build file available and it has low support. However delfi has a Non-SPDX License. You can download it from GitHub.

delfi is a Python toolbox for density estimation likelihood-free inference. It provides several algorithms for sequential neural posterior estimation (SNPE). Documentation including installation instructions and a tutorial on how to get started is available at delfi's successor is sbi, a package for simulation-based inference based on PyTorch, see:

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Quality

Security

License

Reuse

Support

delfi has a low active ecosystem.

It has 64 star(s) with 24 fork(s). There are 16 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 13 have been closed. On average issues are closed in 94 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of delfi is current.

Quality

delfi has 0 bugs and 0 code smells.

Security

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

delfi code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

delfi has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

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

Build file is available. You can build the component from source.

It has 7341 lines of code, 439 functions and 91 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

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

Creates a generator from a pickle file
Determine what proposal parameter should accept
Run the forward model
Draw parameter vectors
Plots a histogram plot
Format axis ticks
Recursively update a dictionary
Write a documentation file
Write the class to the md file
Create a new class
Plot a PDF
Convert probabilities to contour
Write a class to md_file
Normalize a MAF
Generate random samples
Create a class
Assemble extra inputs
Evaluate the distribution function
Generate the posterior of the posterior distribution
Loads inference from a file
Save an inference object
Evaluate the function
Run a pilot run
Generate a model
Conditional normalization
Run the supervised model
Run the model
Run n_rounds

Get all kandi verified functions for this library.

delfi Key Features

No Key Features are available at this moment for delfi.

delfi Examples and Code Snippets

No Code Snippets are available at this moment for delfi.

Community Discussions

Trending Discussions on delfi

BeautifulSoup + For loop Zip - How to Try/Except one of them

Beautifulsoup + HTML...how to ignore a few h3 classes

NestJS UseFilter not getting called when testing Service

QUESTION

BeautifulSoup + For loop Zip - How to Try/Except one of them

Asked 2020-Jun-03 at 07:58

Got the following code:

...

ANSWER

Answered 2020-Jun-03 at 07:58

As @furas said... it was just a small fix on the for loop call.

Source https://stackoverflow.com/questions/62142957

QUESTION

Beautifulsoup + HTML...how to ignore a few h3 classes

Asked 2020-Jun-01 at 18:09

I got the following code:

...

ANSWER

Answered 2020-Jun-01 at 18:08

I had to change

Source https://stackoverflow.com/questions/62137941

QUESTION

NestJS UseFilter not getting called when testing Service

Asked 2020-Apr-04 at 15:35

I have a NestJS Controller: search.controller.ts

...

ANSWER

Answered 2020-Apr-04 at 15:35

Filters are not bound during unit tests because they require the request context for Nest to bind properly (it's how Nest handles the lifecycle of the request). As unit tests do not have an incoming HTTP request, the lifecycle is only seen as what you are calling explicitly, in this case: SearchSerivce. If you are looking to test a filter, you should set up and e2e type test where you use supertest to send in HTTP requests and allow your filter to catch during the request.

Source https://stackoverflow.com/questions/61029240

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

Vulnerabilities

No vulnerabilities reported

Install delfi

You can download it from GitHub.
You can use delfi 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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