Huge News!Announcing our $40M Series B led by Abstract Ventures.Learn More
Socket
Sign inDemoInstall
Socket

ackl

Package Overview
Dependencies
Maintainers
1
Alerts
File Explorer

Advanced tools

Socket logo

Install Socket

Detect and block malicious and high-risk dependencies

Install

ackl

A Python library for kernels used in analytical chemistry

  • 2.2.0
  • PyPI
  • Socket score

Maintainers
1

ackl

Publication

Analytical chemistry kernel library for spectroscopic profiling data, Food Chemistry Advances, Volume 3, 2023, 100342, ISSN 2772-753X, https://doi.org/10.1016/j.focha.2023.100342.

PyPI (Python Package Index) repository

https://pypi.org/project/ackl/

Reproducible Code-Ocean capsule

https://doi.org/10.24433/CO.4614220.v2

Install (Ubuntu Env Setup)

!apt-get install r-base r-base-dev ffmpeg libsm6 libxext6 

!pip install rpy2
!pip install qsi==0.3.9
!pip install ackl==1.0.2
!pip install cla==1.1.4
!pip install opencv-python

# Post-install script

#!/usr/bin/env bash
set -e

Rscript -e 'install.packages("ECoL")'

Compile

python -m build --wheel  
python -m pyc_wheel x.whl  [optional]

Use

Kernel Response Patterns

import ackl.metrics
ackl.metrics.linear_response_pattern(20)

Run Kernels on Target Dataset

_, dics, _ = ackl.metrics.classify_with_kernels(X, y,embed_title = False)

Show the result as HTML table and bar charts:

html_str = ackl.metrics.visualize_metric_dicts(dics, plot = True)
display(HTML( html_str ))

FAQs


Did you know?

Socket

Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.

Install

Related posts

SocketSocket SOC 2 Logo

Product

  • Package Alerts
  • Integrations
  • Docs
  • Pricing
  • FAQ
  • Roadmap
  • Changelog

Packages

npm

Stay in touch

Get open source security insights delivered straight into your inbox.


  • Terms
  • Privacy
  • Security

Made with ⚡️ by Socket Inc