Paket Python untuk mempermudah tahap awal pembuatan model sebelum analisis lebih lanjut

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for Purnama from gravatar.com Purnama

Unverified details

These details have not been verified by PyPI
Meta
  • License: MIT License
  • Author: Purnama Ridzky Nugraha
  • Tags data-science , machine-learning , feature-selection , model-analysis
  • Requires: Python >=3.8
Classifiers
Report project as malware

Project description

PurnamaTools

PurnamaTools adalah paket Python yang dibuat untuk mempermudah tahap awal pembuatan model sebelum analisis lebih lanjut.
Paket ini menyediakan utilitas untuk manipulasi data, visualisasi awal, dan seleksi fitur menggunakan library populer.

Fitur Utama

  • Seleksi fitur dengan RFE (sklearn.feature_selection.RFE)
  • Seleksi fitur dengan Sequential Feature Selector (sklearn.feature_selection.SequentialFeatureSelector)
  • Standardisasi data menggunakan StandardScaler
  • Penggunaan estimator: RandomForestClassifier, RandomForestRegressor, LassoCV
  • Visualisasi data awal dengan seaborn dan matplotlib

Instalasi

Install langsung dari PyPI (nanti setelah diupload):

pip install purnamatools

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for Purnama from gravatar.com Purnama

Unverified details

These details have not been verified by PyPI
Meta
  • License: MIT License
  • Author: Purnama Ridzky Nugraha
  • Tags data-science , machine-learning , feature-selection , model-analysis
  • Requires: Python >=3.8
Classifiers

Release history Release notifications | RSS feed

0.2.3

0.2.2

0.2.1

This version

0.2

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

purnamatools-0.2.tar.gz (7.0 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

purnamatools-0.2-py3-none-any.whl (7.6 kB view details)

Uploaded Python 3

File details

Details for the file purnamatools-0.2.tar.gz.

File metadata

  • Download URL: purnamatools-0.2.tar.gz
  • Upload date:
  • Size: 7.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.1

File hashes

Hashes for purnamatools-0.2.tar.gz
Algorithm Hash digest
SHA256 90e556e151e3f8b1e7d8b85a20ed413976abf7974d174d869f3163d6602c8d57
MD5 b3e76c9f745b256abe2fd0955f51e1f2
BLAKE2b-256 913aea0807d0fdd51693cf14fe3ad07c8359b4f72c5ff4ebbba275387bdddf0f

See more details on using hashes here.

File details

Details for the file purnamatools-0.2-py3-none-any.whl.

File metadata

  • Download URL: purnamatools-0.2-py3-none-any.whl
  • Upload date:
  • Size: 7.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.1

File hashes

Hashes for purnamatools-0.2-py3-none-any.whl
Algorithm Hash digest
SHA256 d618958cc79292b049379c21b65b450589ccdfa72f75bb0636663c63fe9bd2f7
MD5 5324176e3a01dd8206477451d825624d
BLAKE2b-256 808dbbe23182f8488978863858a5566b71216215d782ba3ab347f31df78719d0

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page