TheAlgorithms / TheAlgorithms/Rust

I would like to implement DBSCAN

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Dominant language
Rust
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Description

Good Evening/After Noon sir,
Could I make a new file `src/machine_learning/dbscan.rs
I'll take help and understand how it is implemented in other languages and do it best to replicate it here

I will include
Documentation
Unit Tests
Account for edge cases and outlier/nose
and will pass the code through cargo fmt and clippy

I'm a 4thyear engineering student looking to step into open source. i’ve been learning Rust over the past few months,
and this algorithm would be a fantastic opportunity to contribute to the project.

Please assign this issue if possible.
Have a good day

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing existing algorithms in the repository and create the proposed src/machine_learning/dbscan.rs entry point. Define the implementation around DBSCAN, including outliers and edge cases, then add documentation and unit tests. Done means the code passes cargo fmt and clippy and the tests cover the stated behavior.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
machine-learning
Issue type
Feature
Difficulty
3/5
Estimated time
1-2 days
Activity status
Active
Clarity
Mostly clear
Newbie friendliness
68/100

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