Top 10 Python metric-learning Projects

pytorch-metric-learning

3 5,754 8.1 Python

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Person_reID_baseline_pytorch

2 3,949 8.2 Python

:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
catalyst

1 3,223 0.0 Python

Accelerated deep learning R&D (by catalyst-team)

Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09

finetuner

36 1,424 5.5 Python

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
similarity

7 994 6.5 Python

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
quaterion

4 622 2.3 Python

Blazing fast framework for fine-tuning similarity learning models
hardnet

1 503 0.0 Python

Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Angular-Penalty-Softmax-Losses-Pytorch

1 475 0.0 Python

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
sapbert

1 156 0.0 Python

[NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.
icl-ceil

1 81 1.7 Python

[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python metric-learning related posts

Create Your Own Custom Plugins for ChatGPT 🎉 Browse the Web, Execute Code, Use APIs 🛠️
3 projects | /r/ChatGPT | 28 Mar 2023
How do you think search will change with technology like ChatGPT, Bing’s new AI search engine and the upcoming Google Bard?
1 project | /r/singularity | 21 Feb 2023
Combining multiple lists into one, meaningfully
1 project | /r/GPT3 | 17 Feb 2023
speech_recognition not able to convert the full live audio to text. Please help me to fine-tune it.
1 project | /r/MLQuestions | 17 Feb 2023
Questions about fine-tuned results. Should the completion results be identical to fine-tune examples?
1 project | /r/OpenAI | 17 Feb 2023
[D] Looking for an open source Downloadable model to run on my local device.
2 projects | /r/MachineLearning | 12 Feb 2023
Is there a way I can feed the gpt3 model database object like tables? I know we can create fine tune model but not sure about the completion part. Please help!
1 project | /r/GPT3 | 8 Feb 2023
A note from our sponsor - SaaSHub
www.saashub.com | 25 Apr 2024

SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source metric-learning projects in Python? This list will help you:

	Project	Stars
1	pytorch-metric-learning	5,754
2	Person_reID_baseline_pytorch	3,949
3	catalyst	3,223
4	finetuner	1,424
5	similarity	994
6	quaterion	622
7	hardnet	503
8	Angular-Penalty-Softmax-Losses-Pytorch	475
9	sapbert	156
10	icl-ceil	81