Awesome Open Source
Awesome Open Source
Combined Topics
representation-learning x

The Top 546 Representation Learning Open Source Projects

Categories > Machine Learning > Representation Learning
Transferlearning ⭐ 10,062
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 8 days ago
Awesome Multimodal Ml ⭐ 3,544
Reading list for research topics in multimodal machine learning
most recent commit 10 days ago
Simclr ⭐ 3,153
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
most recent commit a month ago
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 2 years ago
Ampligraph ⭐ 1,594
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 12most recent commit a year ago
Codesearchnet ⭐ 1,548
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 8 months ago
Simclr ⭐ 1,505
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
most recent commit a month ago
S3prl ⭐ 1,457
Self-Supervised Speech/Sound Pre-training and Representation Learning Toolkit
dependent packages 1total releases 9most recent commit 17 hours agopypi s3prl} Downloads
Knowledge Graphs ⭐ 1,272
A collection of research on knowledge graphs
most recent commit a month ago
Unsupervised Classification ⭐ 994
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 3 months ago
Deberta ⭐ 900
The implementation of DeBERTa
total releases 13most recent commit 6 months ago
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
dependent packages 1total releases 1most recent commit 2 years ago
Awesome Contrastive Self Supervised Learning ⭐ 769
A comprehensive list of awesome contrastive self-supervised learning papers.
most recent commit 4 months ago
Awesome Graph Self Supervised Learning ⭐ 739
Awesome Graph Self-Supervised Learning
most recent commit 17 days ago
Vl Bert ⭐ 680
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
most recent commit 2 days ago
Albef ⭐ 677
Code for ALBEF: a new vision-language pre-training method
most recent commit 6 days ago
Paddlehelix ⭐ 567
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 13 days ago
Fair_self_supervision_benchmark ⭐ 557
Scaling and Benchmarking Self-Supervised Visual Representation Learning
most recent commit a year ago
Modelsgenesis ⭐ 526
Official Keras & PyTorch Implementation and Pre-trained Models for Models Genesis - MICCAI 2019
most recent commit 7 months ago
Ast ⭐ 524
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
most recent commit 20 days ago
Simsiam ⭐ 475
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
most recent commit a year ago
Lemniscate.pytorch ⭐ 467
Unsupervised Feature Learning via Non-parametric Instance Discrimination
most recent commit 2 years ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit a year ago
Awesome Vaes ⭐ 448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
most recent commit a year ago
Self Label ⭐ 435
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
most recent commit 4 months ago
Gatne ⭐ 415
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
most recent commit 8 months ago
Disentangling Vae ⭐ 407
Experiments for understanding disentanglement in VAE latent representations
most recent commit a year ago
Codet5 ⭐ 402
Code for CodeT5: a new code-aware pre-trained encoder-decoder model.
most recent commit 3 months ago
Bigscity Libcity ⭐ 398
LibCity: An Open Library for Urban Spatio-temporal Data Mining
most recent commit 13 days ago
Simclr ⭐ 393
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
total releases 3most recent commit a year ago
Class Incremental Learning ⭐ 372
PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)
most recent commit a month ago
Pcl ⭐ 347
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
most recent commit 4 months ago
Smore ⭐ 340
SMORe: Modularize Graph Embedding for Recommendation
most recent commit 7 days ago
Causal Ml ⭐ 332
Must-read papers and resources related to causal inference and machine (deep) learning
most recent commit 24 days ago
Pykg2vec ⭐ 294
Python library for knowledge graph embedding and representation learning.
total releases 26most recent commit a year ago
Featurelearningrotnet ⭐ 293
most recent commit 3 years ago
Unsupervised Semantic Segmentation ⭐ 291
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]
most recent commit 3 months ago
Declutr ⭐ 285
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
most recent commit 6 months ago
Decagon ⭐ 277
Graph convolutional neural network for multirelational link prediction
most recent commit 2 years ago
Revisiting Self Supervised ⭐ 272
most recent commit 3 years ago
Dasr ⭐ 271
[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution
most recent commit 3 months ago
Contrastive Predictive Coding ⭐ 269
Keras implementation of Representation Learning with Contrastive Predictive Coding
most recent commit 3 years ago
Swem ⭐ 261
The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"
most recent commit 4 years ago
Jodie ⭐ 250
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
most recent commit 3 months ago
Pass ⭐ 232
The PASS dataset: pretrained models and how to get the data
most recent commit 4 months ago
Good Papers ⭐ 231
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers
most recent commit 3 years ago
Coclr ⭐ 224
[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.
most recent commit a year ago
Contrastive Learning Nlp Papers ⭐ 219
Paper List for Contrastive Learning for Natural Language Processing
most recent commit 18 hours ago
Link Prediction ⭐ 216
Representation learning for link prediction within social networks
most recent commit 4 years ago
Poincare Embedding ⭐ 212
Poincaré Embedding (unofficial)
most recent commit 3 years ago
Awesome Visual Representation Learning With Transformers ⭐ 209
Awesome Transformers (self-attention) in Computer Vision
most recent commit a year ago
Semantic Embeddings ⭐ 206
Hierarchy-based Image Embeddings for Semantic Image Retrieval
most recent commit a year ago
Variational Ladder Autoencoder ⭐ 198
Implementation of VLAE
most recent commit 5 years ago
Multibench ⭐ 182
[NeurIPS 2021] Multiscale Benchmarks for Multimodal Representation Learning
most recent commit 2 months ago
Stylealign ⭐ 178
[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition
most recent commit 3 months ago
Representation Learning On Heterogeneous Graph ⭐ 178
Representation-Learning-on-Heterogeneous-Graph
most recent commit 3 years ago
Dkrl ⭐ 177
Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI'16)
most recent commit 3 years ago
Sigir2020_peterrec ⭐ 170
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
most recent commit 8 days ago
Role2vec ⭐ 156
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit 7 days ago
Tcl ⭐ 152
code for TCL: Vision-Language Pre-Training with Triple Contrastive Learning, CVPR 2022
most recent commit 2 months ago
Vae_vampprior ⭐ 151
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
most recent commit 4 years ago
Awesome Deep Graph Clustering ⭐ 151
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
most recent commit 2 days ago
Multi_object_datasets ⭐ 151
Multi-object image datasets with ground-truth segmentation masks and generative factors.
most recent commit 9 months ago
Self Supervised Learning Overview ⭐ 151
📜 Self-Supervised Learning from Images: Up-to-date reading list.
most recent commit 6 months ago
Tensorflow Infogan ⭐ 148
🎎 InfoGAN: Interpretable Representation Learning
most recent commit 5 years ago
Codeslam ⭐ 146
Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)
most recent commit a month ago
Featdepth ⭐ 143
This is the offical codes for the methods described in the "Feature-metric Loss for Self-supervised Learning of Depth and Egomotion".
most recent commit a year ago
Mixstyle Release ⭐ 131
Domain Generalization with MixStyle. ICLR'21.
most recent commit 10 months ago
Kate ⭐ 130
Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
most recent commit 2 years ago
Memdpc ⭐ 126
[ECCV'20 Spotlight] Memory-augmented Dense Predictive Coding for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.
most recent commit a year ago
Attribute Aware Attention ⭐ 124
[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning
most recent commit 3 years ago
M Nmf ⭐ 116
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
most recent commit a month ago
Efficient Vdvae ⭐ 115
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
most recent commit a month ago
Diffcse ⭐ 114
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
most recent commit 5 months ago
Gnn Lspe ⭐ 114
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
most recent commit 8 months ago
Parametricumap_paper ⭐ 112
Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).
most recent commit 2 years ago
Egonet ⭐ 111
Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"
most recent commit 5 months ago
Contrastive Predictive Coding Pytorch ⭐ 109
Contrastive Predictive Coding for Automatic Speaker Verification
most recent commit 3 years ago
Alpro ⭐ 109
Align and Prompt: Video-and-Language Pre-training with Entity Prompts
most recent commit 6 days ago
Qml ⭐ 109
QML: Quantum Machine Learning
total releases 34most recent commit 2 years ago
Social Nce ⭐ 108
[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.
most recent commit 3 months ago
Representation Learning By Learning To Count ⭐ 107
A Tensorflow implementation of Representation Learning by Learning to Count
most recent commit 5 years ago
Hyte ⭐ 103
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
most recent commit 3 years ago
Unsupervisedgeometryawarerepresentationlearning ⭐ 102
Unsupervised Geometry-Aware Representation Learning for 3D Human Pose Estimation (ECCV 2018)
most recent commit 3 years ago
Sigver_wiwd ⭐ 100
Learned representation for Offline Handwritten Signature Verification. Models and code to extract features from signature images.
most recent commit 3 years ago
Ts Tcc ⭐ 100
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
most recent commit a month ago
Conditional Motion Propagation ⭐ 99
Code for our CVPR 2019 work.
most recent commit 3 years ago
Entity Embed ⭐ 98
PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
total releases 6most recent commit 5 months ago
Srl Zoo ⭐ 98
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
most recent commit 3 years ago
Batchformer ⭐ 96
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
most recent commit a month ago
Vfs ⭐ 96
Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)
most recent commit 9 months ago
Deformable Kernels ⭐ 95
Deforming kernels to adapt towards object deformation. To appear in ICLR 2020.
most recent commit 3 years ago
Pytorch Byol ⭐ 94
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
most recent commit 2 years ago
Pytorch Agnn ⭐ 94
Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
most recent commit 5 years ago
Shapeformer ⭐ 93
Official repository for the ShapeFormer Project
most recent commit 2 months ago
Deepcontext ⭐ 93
Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'
most recent commit 5 years ago
Eagrnet ⭐ 93
Edge-aware Graph Representation Learning and Reasoning for Face Parsing (ECCV 2020)
most recent commit 7 months ago
Trajectory2vec ⭐ 92
code for "Trajectory clustering via deep representation learning"
most recent commit 5 years ago
Evalne ⭐ 89
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
total releases 6most recent commit 3 months ago
Autoregressive Predictive Coding ⭐ 87
Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning
most recent commit 3 years ago
1-100 of 546 projects
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 72
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 342
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 116
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,090,060)
Python  (836,862)
Java  (396,315)
Php  (289,821)
Typescript  (266,127)
C Plus Plus  (245,644)
Ruby  (222,621)
C  (186,064)
Shell  (175,562)
C Sharp  (169,379)
Golang  (163,592)
Swift  (66,730)
Rust  (61,591)
R  (59,598)
Objective C  (57,116)
Dart  (56,061)
Kotlin  (49,101)
Lua  (35,607)
Matlab  (31,776)
Perl  (30,633)
Language  (29,988)
Scala  (28,906)
Haskell  (20,613)
Powershell  (19,524)
Clojure  (19,265)
Bash  (18,860)
Coffeescript  (17,224)
Elixir  (16,943)
Assembly  (15,003)
Processing  (13,286)
Julia  (13,275)
Basic  (10,702)
Emacs Lisp  (10,558)
Flow  (10,532)
Erlang  (9,072)
Solidity  (8,893)
Groovy  (8,490)
Scheme  (8,419)
Ocaml  (6,797)
Pascal  (6,570)
Hack  (6,461)
Lisp  (6,345)
Fortran  (5,644)
Elm  (5,505)
Common Lisp  (5,379)
Dlang  (4,763)
Shell Script  (4,727)
Python Library  (4,474)
Crystal  (4,402)
Scripting  (4,218)
Top Projects
Freecodecamp ⭐ 353,860
996.icu ⭐ 263,876
Free Programming Books ⭐ 249,820
Coding Interview University ⭐ 234,090
Awesome ⭐ 220,672
Developer Roadmap ⭐ 212,635
Public Apis ⭐ 209,615
Vue ⭐ 199,611
System Design Primer ⭐ 197,601
React ⭐ 195,230
Tensorflow ⭐ 167,934
Build Your Own X ⭐ 165,260
Bootstrap ⭐ 159,657
You Dont Know Js ⭐ 159,180
Cs Notes ⭐ 156,901
Javascript Algorithms ⭐ 151,359
Ohmyzsh ⭐ 150,386
Python ⭐ 145,251
Flutter ⭐ 145,242
Awesome Python ⭐ 142,001
Gitignore ⭐ 138,733
Linux ⭐ 138,490
Vscode ⭐ 136,934
Javaguide ⭐ 127,508
Javascript ⭐ 127,377
Computer Science ⭐ 123,917
Python 100 Days ⭐ 123,512
Youtube Dl ⭐ 113,542
Fucking Algorithm ⭐ 110,396
The Art Of Command Line ⭐ 109,914
React Native ⭐ 105,024
Go ⭐ 104,049
Awesome Selfhosted ⭐ 103,828
Electron ⭐ 103,793
30 Seconds Of Code ⭐ 102,805
D3 ⭐ 101,796
Create React App ⭐ 97,104
Axios ⭐ 95,834
Free Programming Books Zh_cn ⭐ 94,901
Next.js ⭐ 93,062
Kubernetes ⭐ 92,328
Node ⭐ 90,542
Awesome Go ⭐ 88,320
Three.js ⭐ 85,553
Deno ⭐ 85,410
Terminal ⭐ 85,389
Typescript ⭐ 84,486
Angular ⭐ 84,020
Ant Design ⭐ 81,977
Nodebestpractices ⭐ 81,676
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.