laozhongyi | automatic hyperparameter tuning program based on grid search

by chncwang Java Version: v0.3.1-alpha License: MIT

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

kandi X-RAY | laozhongyi Summary

laozhongyi is a Java library. laozhongyi has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. However laozhongyi has 4 bugs. You can download it from GitHub.

Laozhongyi is an automatic hyperparameter tuning program based on grid search and simulated annealing.

Support

Quality

Security

License

Reuse

Support

laozhongyi has a low active ecosystem.

It has 48 star(s) with 12 fork(s). There are 3 watchers for this library.

It had no major release in the last 12 months.

laozhongyi has no issues reported. There are 2 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of laozhongyi is v0.3.1-alpha

Quality

laozhongyi has 4 bugs (0 blocker, 1 critical, 3 major, 0 minor) and 49 code smells.

Security

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

laozhongyi code analysis shows 0 unresolved vulnerabilities.

There are 3 security hotspots that need review.

License

laozhongyi 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

laozhongyi releases are available to install and integrate.

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

Installation instructions are not available. Examples and code snippets are available.

laozhongyi saves you 428 person hours of effort in developing the same functionality from scratch.

It has 1014 lines of code, 49 functions and 17 files.

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

Top functions reviewed by kandi - BETA

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

The main entry point
Helper method to process hyper parameter values
Read a list of hyperparam items
Adds the callable to the wait list
Executes the inner call
Writes configuration items to the configuration file
Parses log result
Internal call
Validates the given map
Parses the config file to a map
Selects the best index to be the best index
Chooses the best index for the given index
Returns an index that can be used to choose a best index
Returns a string representation of this class

Get all kandi verified functions for this library.

laozhongyi Key Features

No Key Features are available at this moment for laozhongyi.

laozhongyi Examples and Code Snippets

使用方法,运行

Java

Lines of Code : 12

License : Permissive (MIT)

Copy

usage: laozhonghi
 -c           cmd
 -rt          program runtime upper bound in minutes
 -s           scope file path
 -sar         simulated annealing ratio
 -sat         simulated annealing initial temperature
 -strategy    base or sa or vsa
 -wd

使用方法,调参范围的配置文件例子params.config：

Java

Lines of Code : 11

License : Permissive (MIT)

Copy

adaAlpha,0.01,0.001,0.0001
wordEmbFineTune,true,false
wordCutOff,0,1,2,3,4,5,6,7,8,9,10
dropProb,-1,0.1,0.2,0.3,0.4,0.5
batchSize,1,2,4,8,16,32,64,90
hiddenSize,50,60,100
maxIter,1000
maxInstance,-1
outBest,.debug
wordFile,/home/wqs/w2v.txt
wordEmbSi

使用方法,对被调参程序的要求

Java

Lines of Code : 11

License : Permissive (MIT)

Copy

adaAlpha = 0.0001
batchSize = 16
dropProb = 0.1
hiddenSize = 50
maxInstance = -1
maxIter = 10
outBest = .debug
wordCutOff = 7
wordEmbFineTune = true
wordEmbSize = 100
wordFile = /home/wqs/w2v.txt

Community Discussions

No Community Discussions are available at this moment for laozhongyi.Refer to stack overflow page for discussions.

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

Vulnerabilities

No vulnerabilities reported

Install laozhongyi

You can download it from GitHub.
You can use laozhongyi like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the laozhongyi component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .

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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