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The Top 23 Representation Learning Open Source Projects

Open source projects categorized as Representation Learning
Categories > Machine Learning > Representation 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 3 months ago
Awesome Multimodal Ml ⭐ 5,399
Reading list for research topics in multimodal machine learning
most recent commit 21 days ago
Simclr ⭐ 3,525
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
total releases 1most recent commit a year ago
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years ago
S3prl ⭐ 2,058
Self-Supervised Speech Pre-training and Representation Learning Toolkit
dependent packages 2total releases 23most recent commit a month agopypi s3prl} Downloads
Codesearchnet ⭐ 2,054
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 2 years ago
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14most recent commit 9 months ago
Simclr ⭐ 1,745
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
most recent commit a year ago
Deberta ⭐ 1,673
The implementation of DeBERTa
total releases 13most recent commit 7 months ago
Knowledge Graphs ⭐ 1,599
A collection of research on knowledge graphs
most recent commit 2 years ago
Eva ⭐ 1,430
EVA Series: Visual Representation Fantasies from BAAI
most recent commit 8 months ago
Unsupervised Classification ⭐ 1,217
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 9 months ago
Awesome Graph Self Supervised Learning ⭐ 1,194
Awesome Graph Self-Supervised Learning
most recent commit 4 months ago
Awesome Contrastive Self Supervised Learning ⭐ 1,029
A comprehensive list of awesome contrastive self-supervised learning papers.
most recent commit 7 months ago
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
dependent packages 1total releases 1most recent commit 3 years ago
Albef ⭐ 804
Code for ALBEF: a new vision-language pre-training method
most recent commit 2 years 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
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
Bigscity Libcity ⭐ 721
LibCity: An Open Library for Urban Spatial-temporal Data Mining
most recent commit 3 months ago
One Peace ⭐ 714
A general representation model across vision, audio, language modalities. Paper: ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
most recent commit 5 months ago
Ast ⭐ 706
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
most recent commit a year ago
Open Metric Learning ⭐ 699
Library for metric learning pipelines and models.
total releases 52most recent commit 4 months ago
Vl Bert ⭐ 680
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
most recent commit 2 years ago
The 3 Most Depended On Representation Learning Open Source Projects
S3prl ⭐ 2,058
Self-Supervised Speech Pre-training and Representation Learning Toolkit
dependent packages 2total releases 23latest release October 28, 2023most recent commit a month agopypi s3prl} Downloads
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
dependent packages 1total releases 1latest release March 22, 2022most recent commit 3 years ago
Mklpy ⭐ 107
A package for Multiple Kernel Learning in Python
dependent packages 1total releases 45latest release August 14, 2020most recent commit a year agopypi MKLpy} Downloads
The 10 Latest Releases In Representation Learning Open Source Projects
Open Metric Learning ⭐ 699
Library for metric learning pipelines and models.
total releases 52latest release October 29, 2023most recent commit 4 months ago
S3prl ⭐ 2,058
Self-Supervised Speech Pre-training and Representation Learning Toolkit
dependent packages 2total releases 23latest release October 28, 2023most recent commit a month agopypi s3prl} Downloads
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14latest release July 12, 2023most recent commit 9 months ago
Evalne ⭐ 91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
total releases 6latest release July 04, 2022most recent commit a year ago
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