similarity-learning 开源项目推荐（30 个）

jina-ai /finetuner

🎯 Task-oriented embedding tuning for BERT, CLIP, etc.

tensorflow /similarity

TensorFlow Similarity是一个python包，专注于使相似性学习变得快速简单。

OML-Team /open-metric-learning

Metric learning and retrieval pipelines, models and zoo.

qdrant /quaterion

Blazing fast framework for fine-tuning similarity learning models

saltudelft /type4py

Type4Py: Deep Similarity Learning-Based Type Inference for Python

sohaib023 /siamese-pytorch

A PyTorch implementation of siamese networks using backbone from torchvision.models, with support for TensorRT inference.

zbr17 /AVSL

[CVPR 2022] Official PyTorch implementation for Attributable Visual Similarity Learning

RocketFlash /easy_metric_learning

Just prepare config file and start training your metric learning model with ease

juanmc2005 /SimilarityLearning

Similarity Learning applied to Speaker Verification and Semantic Textual Similarity

PreferredAI /mp-simrank

This repository provides a Matlab implementation of MP-SimRank, a graph-based framework that models multiple perspective of similarity in the data

scale-lab /MILPTune

Automatic MILP solver configuration by learning problem similarities

roguLINA /transformers_for_oil_gas

Robust representations of oil wells' intervals via sparse attention mechanism

joelwk /content-unaware-segmentation

Unsupervised Video Summarization via Successor Embeddings

bellet /HDSL

High-Dimensional Similarity Learning

basiralab /RESNets

Residual Embedding Similarity-based Network Selection (RESNets) for forecasting network dynamics.

kamilsan /medical-image-similarity

PyTorch model that uses triplet loss to find the image with most similar skin condition

grisaitis /similarity-network-fusion

A Python implementation of similarity network fusion by Wang et al, 2014 (https://doi.org/10.1038/nmeth.2810)

Ogunfool /ImprovedResidualSimilarityBasedModels-RULPrediction

Prognostics Strategies: Residual Similarity-Based Models

chenebuah /EVAPD

A deep evolutionary learning framework for discovering stable and synthesizable energy (perovskite) materials.

emille42 /MarketplaceTaskHackaton2023

Хакатон "Лидеры цифровой трансформации 2023". Задача №5. Поиск одинаковых товаров на маркетплейсе.