CheTo | CheTo - Chemical Topic Modeling | Natural Language Processing library

by rdkit Python Version: published_version License: BSD-3-Clause

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kandi X-RAY | CheTo Summary

CheTo is a Python library typically used in Manufacturing, Utilities, Machinery, Process, Artificial Intelligence, Natural Language Processing applications. CheTo has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

CheTo (ChemicalTopic) allows to apply topic modeling, a method developed in the text-mining field, to chemical data. Please see our recent publication for detailed information:. Schneider, N.; Fechner, N.; Landrum, G. A.; Stiefl, N. Chemical Topic Modeling: Exploring Molecular Data Sets Using a Common Text-Mining Approach. J. Chem. Inf. Model. 2017, The supplementary of the paper contains exemplary data sets extracted from the ChEMBL database and Jupyter notebooks to run the experiments described in the paper. An interactive web page showing an exemplary topic model of data set A from our paper can be found here

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CheTo has a low active ecosystem.

It has 20 star(s) with 6 fork(s). There are 5 watchers for this library.

It had no major release in the last 12 months.

There are 1 open issues and 0 have been closed. On average issues are closed in 553 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of CheTo is published_version

Quality

CheTo has 0 bugs and 0 code smells.

Security

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

CheTo code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

CheTo is licensed under the BSD-3-Clause License. This license is Permissive.

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

Reuse

CheTo releases are available to install and integrate.

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

Top functions reviewed by kandi - BETA

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

Generate the ChemTopicModel
Generate the fragments for the LDA model
Transform the data to the topic model
Construct a topic model
Load moldata from input data
Fit the topic model
Generates a list of molecules based on a topic model
Draws the topic weights for a topic model
Generate a list of molecules for a given topic
Calculate the weight of a certain topic
Creates a smi file for a molecule
Return the string representation of a node
Write properties to lattice
Include ring members
Generates a list of molecules from a topic model
Generate a list of molecules by label
Generates HTML for each topic related to a topic
Generate a list of topic related fragments
Calculate the spatial distance matrix
Calculate the Tanimoto similarity
Generate MOLFrags from data
Compute the index of each occurrence in a TM
Fit a topic model
Generates a SVG grid for a given topic model
Generate a SVG grid for a given label
Generates SVG fragments for a topic model
Generate the fragments from the moldata
Load moldata

Get all kandi verified functions for this library.

CheTo Key Features

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CheTo Examples and Code Snippets

No Code Snippets are available at this moment for CheTo.

Community Discussions

Trending Discussions on CheTo

How to print words following an exact term in python

QUESTION

How to print words following an exact term in python

Asked 2021-Jan-23 at 23:07

I need to print the words following 'ed' in a text. However, it doesn't work properly I think there is a problem with the expression "following_word". the text.txt file contains the text: "Ed io timido e cheto ed inesperto," Could you pls help me?

...

ANSWER

Answered 2021-Jan-23 at 22:55

Like I wrote in the comment, split by "ed " like the following:

Source https://stackoverflow.com/questions/65865223

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

Vulnerabilities

No vulnerabilities reported

Install CheTo

You can download it from GitHub.
You can use CheTo 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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