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The Top 23 Python Self Supervised Learning Open Source Projects

Open source projects categorized as Python Self Supervised Learning
Categories > Self Supervised Learning
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 4 months ago
Lightly ⭐ 2,665
A python library for self-supervised learning on images.
most recent commit 3 months ago
Solider ⭐ 1,791
A Semantic Controllable Self-Supervised Learning Framework to learn general human representations from massive unlabeled human images, which can benefit downstream human-centric tasks to the maximum extent
most recent commit 9 months ago
Dig ⭐ 1,708
A library for graph deep learning research
total releases 10most recent commit 3 months ago
Byol Pytorch ⭐ 1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 28most recent commit 6 months agopypi byol-pytorch} Downloads
Easycv ⭐ 1,614
An all-in-one toolkit for computer vision
total releases 19most recent commit 4 months ago
Awesome Self Supervised Gnn ⭐ 1,356
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
most recent commit 4 months ago
Spark ⭐ 1,355
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
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 4 months ago
Unsupervised Classification ⭐ 1,217
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 9 months ago
Vitpose ⭐ 950
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [Arxiv'22] "ViTPose+: Vision Transformer Foundation Model for Generic Body Pose Estimation"
most recent commit 6 months ago
Videomae ⭐ 864
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
most recent commit a year ago
Paddlehelix ⭐ 729
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
most recent commit 7 months ago
Dipy ⭐ 647
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
most recent commit 3 months ago
Simmim ⭐ 631
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
most recent commit 2 years ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Cvpods ⭐ 615
All-in-one Toolbox for Computer Vision Research.
most recent commit a year ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1most recent commit 3 months ago
Densecl ⭐ 530
Dense Contrastive Learning (DenseCL) for self-supervised representation learning, CVPR 2021 Oral.
most recent commit 4 months ago
Self Label ⭐ 507
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
most recent commit 10 months ago
Lemniscate.pytorch ⭐ 467
Unsupervised Feature Learning via Non-parametric Instance Discrimination
most recent commit 4 years ago
Pytorch Dense Correspondence ⭐ 460
Code for "Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation"
most recent commit 3 years ago
Openstl ⭐ 450
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
most recent commit 4 months ago
The 3 Most Depended On Python Self Supervised Learning Open Source Projects
Byol Pytorch ⭐ 1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 28latest release November 16, 2023most recent commit 6 months agopypi byol-pytorch} Downloads
Contrastive Learner ⭐ 39
A simple to use pytorch wrapper for contrastive self-supervised learning on any neural network
dependent packages 1total releases 10latest release March 12, 2021most recent commit 3 years agopypi contrastive-learner} Downloads
The 10 Latest Releases In Python Self Supervised Learning Open Source Projects
Byol Pytorch ⭐ 1,630
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
dependent packages 1total releases 28latest release November 16, 2023most recent commit 6 months agopypi byol-pytorch} Downloads
Easycv ⭐ 1,614
An all-in-one toolkit for computer vision
total releases 19latest release November 15, 2023most recent commit 4 months ago
Semibin ⭐ 89
SemiBin: metagenomics binning with self-supervised deep learning
total releases 21latest release October 31, 2023most recent commit 4 months ago
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
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit 10 months ago
Cytoself ⭐ 58
Self-supervised models for encoding protein localization patterns from microscopy images
total releases 6latest release September 29, 2022most recent commit 5 months ago
Libauc ⭐ 262
LibAUC: A Deep Learning Library for X-Risk Optimization
total releases 33latest release July 31, 2022most recent commit 4 months ago
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