Skip to main content

Multimodal publication classifier with LLM and deep learning

Project description

pubmlp Logo

PyPI version Python versions License: MIT

Multimodal publication classifier with LLM and deep learning. Fuses transformer embeddings with tabular features through a multilayer perceptron (MLP) for human-in-the-loop screening workflows.

Installation

pip install pubmlp

With optional dependencies:

pip install pubmlp[screening]  # screening tools (openpyxl, nltk)

From GitHub:

pip install git+https://github.com/mshin77/pubmlp.git

Getting Started

See Quick Start and Screening Workflow for tutorials.

Citation

  • Shin, M. (2026). pubmlp: Multimodal publication classifier with LLM and deep learning (Python package version 0.1.1) [Computer software]. https://github.com/mshin77/pubmlp

Project details


Download files

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

Source Distribution

pubmlp-0.1.2.tar.gz (37.6 kB view details)

Uploaded Source

Built Distribution

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

pubmlp-0.1.2-py3-none-any.whl (30.5 kB view details)

Uploaded Python 3

File details

Details for the file pubmlp-0.1.2.tar.gz.

File metadata

  • Download URL: pubmlp-0.1.2.tar.gz
  • Upload date:
  • Size: 37.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.9

File hashes

Hashes for pubmlp-0.1.2.tar.gz
Algorithm Hash digest
SHA256 be4b9e4ebbc7fb82ef9bbad933327e8290b39ab9c02b0e9f4747d7ae39bf7f47
MD5 cc74107e78925004f1b2c07d7ad620e8
BLAKE2b-256 f526145e72992c4bf9232f51e99b916445eae8d68978da0d1c8719a4ab167e9c

See more details on using hashes here.

File details

Details for the file pubmlp-0.1.2-py3-none-any.whl.

File metadata

  • Download URL: pubmlp-0.1.2-py3-none-any.whl
  • Upload date:
  • Size: 30.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.13.9

File hashes

Hashes for pubmlp-0.1.2-py3-none-any.whl
Algorithm Hash digest
SHA256 6f144f19e3933659b9c7467893fa16bca1e9ce5d6f49e53d36ead6497bf2bfef
MD5 3656f4925b22e213887d31a7dc717e74
BLAKE2b-256 cf3eb2deaa4980b1c62ca27525511b1233cc4920ad107470e2d997474cec6087

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