DiffCSE VS pytorch-metric-learning

Compare DiffCSE vs pytorch-metric-learning and see what are their differences.

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DiffCSE pytorch-metric-learning
3 3
293 6,085
1.0% 0.5%
0.0 8.7
over 2 years ago 2 months ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

DiffCSE

Posts with mentions or reviews of DiffCSE. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-26.

pytorch-metric-learning

Posts with mentions or reviews of pytorch-metric-learning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-13.

What are some alternatives?

When comparing DiffCSE and pytorch-metric-learning you can also consider the following projects:

Revisiting-Contrastive-SSL - Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

lightly - A python library for self-supervised learning on images.

Unsupervised-Semantic-Segmentation - Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

dino - PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

SimCSE - [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

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

Unsupervised-Classification - SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

autogluon - Fast and Accurate ML in 3 Lines of Code

inltk - Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

simsiam-cifar10 - Code to train the SimSiam model on cifar10 using PyTorch

PromCSE - [EMNLP 2022] Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning

Transformer-SSL - This is an official implementation for "Self-Supervised Learning with Swin Transformers".

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