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GitHub / ojss / SAMPTransfer
Official repository for Self-Attention Message Passing for Contrastive Few-Shot Learning
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ojss%2FSAMPTransfer
Stars: 9
Forks: 5
Open Issues: 0
License: None
Language: Python
Repo Size: 93 MB
Dependencies:
281
Created: about 2 years ago
Updated: 4 months ago
Last pushed: 3 months ago
Last synced: 3 months ago
Topics: ai, contrastive-learning, few-shot-learning, graph-neural-networks, message-passing-neural-network, self-supervised-learning, unsupervised-few-shot-learning, unsupervised-learning
Files
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- ipython ^8.3.0 develop
- jupyter ^1.0.0 develop
- jupyter-contrib-nbextensions ^0.5.1 develop
- jupyterlab ^3.4.0 develop
- pdbpp ^0.10.3 develop
- sacred ^0.8.2 develop
- torch-summary ^1.4.5 develop
- typer ^0.4.1 develop
- colorama ^0.4.4
- deepspeed ^0.6.4
- einops ^0.4.1
- faiss-cpu ^1.7.2
- h5py ^3.6.0
- higher ^0.2.1
- jsonargparse ^4.3.1
- kornia ^0.6.4
- learn2learn ^0.1.7
- lightly ^1.2.14
- lightning-bolts ^0.5.0
- llvmlite ^0.38.0
- matplotlib ^3.5.2
- omegaconf ^2.2.0
- opencv-python ^4.5.5
- ordered-set ^4.1.0
- plotly ^5.7.0
- python 3.9
- pytorch-lightning 1.6.3
- pytorch-metric-learning ^1.3.0
- ray 1.12.0
- scikit-learn ^1.0.2
- scipy ^1.8.0
- seaborn ^0.11.2
- submitit ^1.4.2
- timm ^0.5.4
- torch ^1.11.0
- torch-cluster ^1.6.0
- torch-geometric ^2.0.4
- torch-scatter ^2.0.9
- torch-sparse ^0.6.13
- torch-spline-conv ^1.2.1
- torchattacks ^3.2.6
- torchaudio ^0.11.0
- torchinfo ^1.6.5
- torchvision ^0.12.0
- typer ^0.4.1
- umap-learn ^0.5.3
- wandb ^0.12.16
- wasabi ^0.9.1