FindSimilar

User-friendly library to find similar objects

You can find Full Project Documentation here

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Mission
Open Source Project
Features
Requirements
Development Status
Install
Quickstart
Contributing

Mission

The mission of the FindSimilar project is to provide a powerful and versatile open source library that empowers developers to efficiently find similar objects and perform comparisons across a variety of data types. Whether dealing with texts, images, audio, or more, our project aims to simplify the process of identifying similarities and enhancing decision-making.

Open Source Project

This is the open source project with MIT license. Be free to use, fork, clone and contribute.

Features

Find similar texts

on different languages
with or without stopwords
using dictionary (or not)
using keywords (or not)

Requirements

nltk, pymorphy3
See more in Full Documentation

Development Status

Package already available on PyPi
See more in Full Documentation

Install

with pip

pip install find-similar

See more in Full Documentation

Quickstart

from find_similar import find_similar

texts = ['one two', 'two three', 'three four']

text_to_compare = 'one four'
find_similar(text_to_compare, texts, count=10)

[TokenText(text="one two", len(tokens)=2, cos=0.5), TokenText(text="three four", len(tokens)=2, cos=0.5), TokenText(text="two three", len(tokens)=2, cos=0)]

The result is the list of TokenText instances ordering by cos
cos is the mark of texts similarity

See more examples in Full Documentation

Contributing

You are welcome! To easy start please check:

Metadata

Release files for find-similar 2.2.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for find-similar 2.2.1
File	Size	Uploaded
find_similar-2.2.1.tar.gz	16.4 kB	Apr 16, 2024	Details

Built distribution (wheel)

Table of built distributions (wheels) for find-similar 2.2.1
File	Interpreter	ABI	Platform	Reset
find_similar-2.2.1-py3-none-any.whl 16.9 kB Apr 16, 2024	Python 3	none	any	Details

Total release size: 33.2 kB

Release files / find_similar-2.2.1.tar.gz

Download URL	find_similar-2.2.1.tar.gz
Size	16.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`0741407aa3a38a49f5ae3a783220afcc03addcf32e45887f6287d3667f97e4b5`
BLAKE2b-256 checksum How to use checksums	`1f3bb34e9121f75a17404960a06b8c7f22f6066b09e056284a1d6be3c7b8dacf`
Upload date	Apr 16, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/5.0.0 CPython/3.9.19`

Release files / find_similar-2.2.1-py3-none-any.whl

Download URL	find_similar-2.2.1-py3-none-any.whl
Size	16.9 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`abbc99c2ada7bd14ab8d2baa6c92d45f9a53b15620817796f097f09b4c0ddbd5`
BLAKE2b-256 checksum How to use checksums	`9e4b1cc9bd5e993fb81861e39808eb7546e4400e66f602c50eb59f6fbbca50d3`
Upload date	Apr 16, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/5.0.0 CPython/3.9.19`