# metric-learn Reviews
**Vendor:** metric-learn  
**Category:** [Machine Learning Software](https://www.g2.com/categories/machine-learning)  
**Average Rating:** 4.0/5.0  
**Total Reviews:** 3
## About metric-learn
metric-learn is the sub-field of machine learning dedicated to automatically constructing optimal distance metrics.



## metric-learn Pros & Cons
**What users like:**

- Users appreciate the **versatility in problem solving** provided by weakly supervised metric learning for varied data objects. (1 reviews)
- Users appreciate the **high quality of well-tested metrics** provided by the metric-learn library, enhancing their projects' reliability. (1 reviews)

**What users dislike:**

- Users find the **poor documentation** lacking in detail, making it challenging to understand the algorithms effectively. (1 reviews)

## metric-learn Reviews
  ### 1. Good open source library for several ML algorithms

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer & Network Security | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 05, 2024

**What do you like best about metric-learn?**

The off the shelf well tested metrics provided upfront by the library.

**What do you dislike about metric-learn?**

Documentation and details of the algorithms are not in very much detail.

**What problems is metric-learn solving and how is that benefiting you?**

Evaluation of the Ml models that we have designed particularly supervised ML algorithms.

  ### 2. Metric based supervised learning

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** October 03, 2024

**What do you like best about metric-learn?**

Weakly supervised metric learning is the best, it has the power to operate on judgments and different data objects rathern than just points such as tuples.

**What do you dislike about metric-learn?**

Plotting is not that great, but can use thrid party tools, but one of the best tools out there.

**What problems is metric-learn solving and how is that benefiting you?**

Getting distances between points in a mathematical form.

  ### 3. Machine Learning library for Python

**Rating:** 4.0/5.0 stars

**Reviewed by:** Kevin T. | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 16, 2018

**What do you like best about metric-learn?**

Good machine learning library for Python, relatively easy to setup and has a lot of algorithms built in. I just the large margin nearest neighbor algorithm for customer group mapping.

**What do you dislike about metric-learn?**

Nothing that I really dislike. It's a good library.

**Recommendations to others considering metric-learn:**

Try it out, it's a quality library. Similar to sci-kit learn.

**What problems is metric-learn solving and how is that benefiting you?**

Machine learning on customer information and data.


## metric-learn Discussions
  - [What is metric-learn used for?](https://www.g2.com/discussions/what-is-metric-learn-used-for)

- [View metric-learn pricing details and edition comparison](https://www.g2.com/products/metric-learn/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-04+06%3A52%3A02+-0500&secure%5Bsession_id%5D=e662e571-5faa-495c-bf7d-8148b220bca0&secure%5Btoken%5D=d08aa89c8747b9a1cb013e4a900a904597dda50830e9bf93af4887667ccccd75&format=llm_user)

## metric-learn Features
**Integration - Machine Learning**
- Integration

**Learning - Machine Learning**
- Training Data
- Actionable Insights
- Algorithm

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