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Levenshtein

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Code Mala Tang
Code Mala Tang
Sep 21, 2024 · Backend Development

Master Command‑Line Interfaces with Yargs: From Basics to Advanced Features

This article introduces the yargs Node.js library for building command‑line interfaces, demonstrates core features such as automatic help generation, type validation, alias handling, and sub‑command support with code examples, and explains the underlying Levenshtein distance algorithm used for command recommendation.

CLICommand LineLevenshtein
0 likes · 13 min read
Master Command‑Line Interfaces with Yargs: From Basics to Advanced Features
Code Mala Tang
Code Mala Tang
Sep 18, 2024 · Backend Development

Mastering Yargs: Build Powerful CLI Tools with Node.js and Levenshtein Suggestions

This article introduces the Yargs Node.js library for building command‑line interfaces, demonstrates how to define options, aliases, sub‑commands, and automatic help, and explains the Levenshtein distance algorithm used for command recommendation, complete with practical code examples and performance considerations.

CLICommand LineLevenshtein
0 likes · 15 min read
Mastering Yargs: Build Powerful CLI Tools with Node.js and Levenshtein Suggestions
Python Programming Learning Circle
Python Programming Learning Circle
Mar 22, 2024 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This article introduces the FuzzyWuzzy Python library, explains its underlying Levenshtein distance algorithm, demonstrates how to install it, describes the key functions in the fuzz and process modules, and provides practical examples for matching company names and province fields with complete code snippets.

FuzzyWuzzyLevenshteinPython
0 likes · 10 min read
Using FuzzyWuzzy for Fuzzy String Matching in Python
Python Programming Learning Circle
Python Programming Learning Circle
Jul 10, 2023 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This article introduces the Python FuzzyWuzzy library, explains its Levenshtein‑based fuzzy string matching functions such as Ratio, Partial Ratio, Token Sort Ratio and Token Set Ratio, demonstrates how to use the process module for extracting best matches, and provides practical code examples for matching company and province names.

FuzzyWuzzyLevenshteindata cleaning
0 likes · 11 min read
Using FuzzyWuzzy for Fuzzy String Matching in Python
Python Programming Learning Circle
Python Programming Learning Circle
Jun 7, 2023 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This article introduces the FuzzyWuzzy Python library, explains its Levenshtein‑based matching functions such as Ratio, Partial Ratio, Token Sort Ratio and Token Set Ratio, demonstrates how to install it, and provides practical code examples for merging company and province fields with fuzzy matching thresholds.

FuzzyWuzzyLevenshteindata cleaning
0 likes · 10 min read
Using FuzzyWuzzy for Fuzzy String Matching in Python
Python Programming Learning Circle
Python Programming Learning Circle
Apr 29, 2022 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This tutorial explains how to use the Python FuzzyWuzzy library, which relies on Levenshtein distance, to perform fuzzy string matching for tasks such as normalizing province or company names, and provides complete code examples and practical applications.

FuzzyWuzzyLevenshteinPython
0 likes · 10 min read
Using FuzzyWuzzy for Fuzzy String Matching in Python
Python Programming Learning Circle
Python Programming Learning Circle
May 21, 2021 · Fundamentals

Using FuzzyWuzzy for Fuzzy String Matching in Python

This article introduces the FuzzyWuzzy Python library, explains its Levenshtein‑based matching functions, shows how to install it, and provides step‑by‑step code examples for fuzzy matching of company and province names using pandas dataframes.

FuzzyWuzzyLevenshteinPython
0 likes · 10 min read
Using FuzzyWuzzy for Fuzzy String Matching in Python
58 Tech
58 Tech
Feb 26, 2021 · Fundamentals

Efficient Similar‑String Search in Search Engines Using Levenshtein and Damerau‑Levenshtein Automata

This article presents a comprehensive technical guide on applying Levenshtein and Damerau‑Levenshtein automata to efficiently solve the problem of fast similar‑string lookup in search‑engine systems, introducing novel DFA construction algorithms, theoretical correctness proofs, and practical implementation details with Java code examples.

AlgorithmAutomataDamerau-Levenshtein
0 likes · 53 min read
Efficient Similar‑String Search in Search Engines Using Levenshtein and Damerau‑Levenshtein Automata
58 Tech
58 Tech
Apr 29, 2020 · Backend Development

Design and Implementation of the SCF RPC Service Testing Platform

This article describes the architecture, features, and implementation details of a self‑developed SCF RPC testing platform that provides interface testing, automatic documentation, mock services, and automated test case management to streamline RPC service development and testing.

API testingAutomationJava
0 likes · 10 min read
Design and Implementation of the SCF RPC Service Testing Platform