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The Top 23 Python Representation Learning Open Source Projects

Open source projects categorized as Python 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 Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years ago
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
Deberta ⭐ 1,673
The implementation of DeBERTa
total releases 13most recent commit 7 months 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
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
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
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
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
Disentangling Vae ⭐ 668
Experiments for understanding disentanglement in VAE latent representations
most recent commit a year 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
Fair_self_supervision_benchmark ⭐ 557
Scaling and Benchmarking Self-Supervised Visual Representation Learning
most recent commit 3 years ago
Self Label ⭐ 507
Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
most recent commit 9 months ago
Featurelearningrotnet ⭐ 496
most recent commit 6 months ago
Simsiam ⭐ 475
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
most recent commit 3 years ago
Lemniscate.pytorch ⭐ 467
Unsupervised Feature Learning via Non-parametric Instance Discrimination
most recent commit 4 years ago
Robotics Rl Srl ⭐ 455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
most recent commit 3 years ago
Declutr ⭐ 349
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 a year ago
Pcl ⭐ 347
PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
most recent commit 2 years ago
Jodie ⭐ 314
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
most recent commit 5 months ago
The 10 Latest Releases In Python Representation Learning Open Source Projects
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
Cansig ⭐ 10
Discovering de novo shared transcriptional programs in single cancer cells
total releases 8latest release June 13, 2022most recent commit 9 months ago
Autobot ⭐ 5
An autoML for explainable text classification.
total releases 92latest release May 02, 2022most recent commit 2 years ago
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