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The Top 23 Contrastive Learning Open Source Projects

Open source projects categorized as Contrastive Learning
Categories > Contrastive Learning
Pytorch Metric Learning ⭐ 5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 19total releases 207most recent commit a month agopypi pytorch-metric-learning} Downloads
Simclr ⭐ 3,525
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
total releases 1most recent commit a year ago
Lightly ⭐ 2,665
A python library for self-supervised learning on images.
most recent commit 3 months ago
Solo Learn ⭐ 1,318
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
total releases 1most recent commit 3 months ago
Unsupervised Classification ⭐ 1,217
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 9 months ago
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77most recent commit 5 months agopypi tensorflow-similarity} Downloads
Min_max_similarity ⭐ 949
A contrastive learning based semi-supervised segmentation network for medical image segmentation
most recent commit 10 months ago
Coca Pytorch ⭐ 900
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
dependent packages 1total releases 12most recent commit 4 months agopypi CoCa-pytorch} Downloads
Owod ⭐ 894
(CVPR 2021 Oral) Open World Object Detection
most recent commit a year ago
Pygcl ⭐ 828
PyGCL: A PyTorch Library for Graph Contrastive Learning
total releases 3most recent commit 4 months ago
Albef ⭐ 804
Code for ALBEF: a new vision-language pre-training method
most recent commit 2 years ago
Recsyspapers ⭐ 801
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
most recent commit 4 months ago
Cebra ⭐ 784
Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
dependent packages 1total releases 11most recent commit 4 months agopypi cebra} Downloads
Awesome Clip ⭐ 782
Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).
most recent commit 9 months ago
Internvideo ⭐ 736
InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)
most recent commit 3 months ago
Uform ⭐ 729
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️
total releases 24most recent commit 3 months ago
Sdt ⭐ 724
This repository is the official implementation of Disentangling Writer and Character Styles for Handwriting Generation (CVPR23).
most recent commit 3 months ago
Simclr ⭐ 675
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
total releases 3most recent commit 5 months ago
X Clip ⭐ 599
A concise but complete implementation of CLIP with various experimental improvements from recent papers
dependent packages 4total releases 61most recent commit 6 months agopypi x-clip} Downloads
Quaterion ⭐ 580
Blazing fast framework for fine-tuning similarity learning models
total releases 32most recent commit 4 months ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1most recent commit 3 months ago
Efficient Gnns ⭐ 490
Code and resources on scalable and efficient Graph Neural Networks
most recent commit a year ago
Contrastiveseg ⭐ 487
ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation
most recent commit 2 years ago
The 5 Most Depended On Contrastive Learning Open Source Projects
X Clip ⭐ 599
A concise but complete implementation of CLIP with various experimental improvements from recent papers
dependent packages 4total releases 61latest release October 16, 2023most recent commit 6 months agopypi x-clip} Downloads
Cebra ⭐ 784
Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
dependent packages 1total releases 11latest release December 07, 2023most recent commit 4 months agopypi cebra} Downloads
Coca Pytorch ⭐ 900
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
dependent packages 1total releases 12latest release October 10, 2023most recent commit 4 months agopypi CoCa-pytorch} Downloads
Similarity ⭐ 979
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
dependent packages 1total releases 77latest release June 28, 2022most recent commit 5 months agopypi tensorflow-similarity} Downloads
The 10 Latest Releases In Contrastive Learning Open Source Projects
Cebra ⭐ 784
Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA
dependent packages 1total releases 11latest release December 07, 2023most recent commit 4 months agopypi cebra} Downloads
X Clip ⭐ 599
A concise but complete implementation of CLIP with various experimental improvements from recent papers
dependent packages 4total releases 61latest release October 16, 2023most recent commit 6 months agopypi x-clip} Downloads
Coca Pytorch ⭐ 900
Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch
dependent packages 1total releases 12latest release October 10, 2023most recent commit 4 months agopypi CoCa-pytorch} Downloads
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1latest release December 22, 2022most recent commit 3 months ago
Simctg ⭐ 444
[NeurIPS'22 Spotlight] A Contrastive Framework for Neural Text Generation
total releases 7latest release September 19, 2022most recent commit 2 months ago
Libauc ⭐ 262
LibAUC: A Deep Learning Library for X-Risk Optimization
total releases 33latest release July 31, 2022most recent commit 3 months ago
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