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The Top 23 Python Pytorch Representation Learning Open Source Projects

Open source projects categorized as Python Pytorch Representation Learning
Categories > Machine Learning > Representation Learning
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years 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
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
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
Pykg2vec ⭐ 294
Python library for knowledge graph embedding and representation learning.
total releases 26most recent commit 3 years ago
Hubert ⭐ 188
HuBERT content encoders for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion
most recent commit 9 months ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit a year ago
Vae_vampprior ⭐ 151
Code for the paper "VAE with a VampPrior", J.M. Tomczak & M. Welling
most recent commit 6 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 2 years ago
Dcrn ⭐ 126
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
most recent commit a year ago
Efficient Vdvae ⭐ 115
Official Pytorch and JAX implementation of "Efficient-VDVAE: Less is more"
most 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 2 years ago
Srl Zoo ⭐ 98
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
most recent commit 5 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 2 years ago
Vfs ⭐ 96
Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)
most recent commit 2 years ago
Pytorch Agnn ⭐ 94
Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
most recent commit 6 years ago
Disent ⭐ 87
🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib
total releases 34most recent commit a year ago
Autoregressive Predictive Coding ⭐ 87
Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning
most recent commit 4 years ago
Acoustic Model ⭐ 86
Acoustic models for: A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion
most recent commit 9 months ago
The 6 Latest Releases In Python Pytorch Representation Learning Open Source Projects
Pykg2vec ⭐ 294
Python library for knowledge graph embedding and representation learning.
total releases 26latest release December 23, 2020most recent commit 3 years ago
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