devol | Genetic neural architecture search with Keras | Machine Learning library

by joeddav Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | devol Summary

devol is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Keras applications. devol has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

DEvol (DeepEvolution) is a basic proof of concept for genetic architecture search in Keras. The current setup is designed for classification problems, though this could be extended to include any other output type as well. See example/demo.ipynb for a simple example.

Support

Quality

Security

License

Reuse

Support

devol has a medium active ecosystem.

It has 931 star(s) with 120 fork(s). There are 46 watchers for this library.

It had no major release in the last 6 months.

There are 7 open issues and 20 have been closed. On average issues are closed in 9 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of devol is current.

Quality

devol has 0 bugs and 0 code smells.

Security

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

devol code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

devol is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

devol 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.

devol saves you 175 person hours of effort in developing the same functionality from scratch.

It has 433 lines of code, 27 functions and 5 files.

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

Top functions reviewed by kandi - BETA

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

Run the optimizer
Evaluate the model
Calculates the loss and accuracy for a given model
Evaluate a population
Decode the best genome
Get the genome from a csv file

Get all kandi verified functions for this library.

devol Key Features

No Key Features are available at this moment for devol.

devol Examples and Code Snippets

No Code Snippets are available at this moment for devol.

Community Discussions

Trending Discussions on devol

filter list of objects mongodb in query with a property

QUESTION

filter list of objects mongodb in query with a property

Asked 2021-Jan-31 at 23:11

I am using angular,nodejs,mongodb and mongoose-paginate-v2 and mongoose libraries.

I need to filter the list of rooms by availability property.

hoe.component.ts

...

ANSWER

Answered 2021-Jan-31 at 23:03

I hope I am not missing something. As stated in https://www.npmjs.com/package/mongoose-paginate-v2

Source https://stackoverflow.com/questions/65984787

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

Vulnerabilities

No vulnerabilities reported

Install devol

You can download it from GitHub.
You can use devol 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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