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The Top 23 Representation Learning Open Source Projects

Open source projects categorized as Representation Learning
Categories > Machine Learning > Representation Learning
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
St Ssl ⭐ 107
ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
most recent commit 3 months ago
Mklpy ⭐ 107
A package for Multiple Kernel Learning in Python
dependent packages 1total releases 45most recent commit a year agopypi MKLpy} Downloads
Self Supervised ⭐ 106
Whitening for Self-Supervised Representation Learning | Official repository
most recent commit a year ago
Hyte ⭐ 103
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
most recent commit 5 years ago
Unsupervisedgeometryawarerepresentationlearning ⭐ 102
Unsupervised Geometry-Aware Representation Learning for 3D Human Pose Estimation (ECCV 2018)
most recent commit 4 years ago
Kgs Survey ⭐ 100
This is a repository of knowledge graphs survey paper that will be updated periodically.
most recent commit 10 months ago
Conditional Motion Propagation ⭐ 99
Code for our CVPR 2019 work.
most recent commit 5 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
Deformable Kernels ⭐ 95
Deforming kernels to adapt towards object deformation. To appear in ICLR 2020.
most recent commit 4 years ago
Pytorch Byol ⭐ 94
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
most recent commit 4 years ago
Pytorch Agnn ⭐ 94
Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
most recent commit 6 years ago
Deepcontext ⭐ 93
Author's implementation of 'Unsupervised Visual Representation Learning by Context Prediction'
most recent commit 7 years ago
Eagrnet ⭐ 93
Edge-aware Graph Representation Learning and Reasoning for Face Parsing (ECCV 2020)
most recent commit 2 years ago
Trajectory2vec ⭐ 92
code for "Trajectory clustering via deep representation learning"
most recent commit 7 years ago
Evalne ⭐ 91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
total releases 6most recent commit a year 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
Diffnet ⭐ 86
[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''
most recent commit 2 years ago
Sert ⭐ 85
Semantic Entity Retrieval Toolkit
most recent commit 7 years ago
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