metric-learn

Metric Learning Library

A Python library providing efficient implementations of various supervised and weakly-supervised metric learning algorithms.

Metric learning algorithms in Python

GitHub

1k stars
46 watching
234 forks
Language: Python
last commit: about 2 years ago
Linked from 2 awesome lists

machine-learningmetric-learningpythonscikit-learn

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
scikit-learn/scikit-learnA comprehensive Python module for machine learning built on top of SciPy60,451
oml-team/open-metric-learningA PyTorch-based framework for training and validating models that produce high-quality embeddings for computer vision and other tasks.897
scikit-learn-contrib/skope-rulesA Python machine learning module that generates logical rules to predict class labels with high precision624
scikit-multilearn/scikit-multilearnA Python module for multi-label learning tasks using various scientific Python packages and following the scikit-learn API.921
gaelvaroquaux/scikit-learn-tutorialA tutorial on applying machine learning to practical situations using the scikit-learn library130
gmonce/scikit-learn-bookSource code and data for a machine learning book with Python tutorials393
mop/bierThis project implements a deep metric learning framework using an adversarial auxiliary loss to improve robustness.39
benhamner/metricsProvides implementations of various supervised machine learning evaluation metrics in multiple programming languages.1,632
amueller/scipy_2015_sklearn_tutorialTutorials and materials for learning machine learning with Python using popular libraries like scikit-learn.576
cstjean/scikitlearn.jlA Julia implementation of popular machine learning algorithms and interfaces.547
lartpang/pysodmetricsA library providing an implementation of various metrics for object segmentation and saliency detection in computer vision.150
scikit-multiflow/scikit-multiflowA machine learning package for streaming data in Python.766
lehy/ocaml-sklearnEnables machine learning with scikit-learn in OCaml34
statisticianinstilettos/recmetricsA library providing evaluation metrics and diagnostic tools for recommender systems.571
lensacom/sparkit-learnA Python library that integrates PySpark and scikit-learn for distributed machine learning1,154