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Lightning-Universe/lightning-bolts

A toolbox of models, callbacks, and datasets for AI/ML researchers using PyTorch.

1.8K
Active
Python
LLM Frameworks
Computer Vision
PyTorch
#ai#machine-learning#computer-vision

ChandlerBang/awesome-self-supervised-gnn

A repository of papers on pretraining and self-supervised learning for graph neural networks.

1.7K
Archived
Python
Graph Neural Networks
Graph Databases
Python
#graph-neural-networks#self-supervised-learning#graph-mining

MCG-NJU/VideoMAE

A self-supervised video representation learning model for video understanding tasks.

1.7K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#video-analysis#video-understanding#self-supervised-learning

mahmoodlab/CLAM

Open-source tools for computational pathology and digital pathology research using deep learning and weakly-supervised learning.

1.6K
Experimental
Python
Computer Vision
API Frameworks
Python
#bioimage-informatics#digital-pathology#histopathology

google/uis-rnn

A library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, for supervised speaker diarization.

1.6K
Archived
Python
LLM Frameworks
API Frameworks
Python
#clustering#machine-learning#speaker-diarization

csinva/imodels

Interpretable ML package for concise, transparent, and accurate predictive modeling.

1.6K
Stable
Jupyter Notebook
React
#machine-learning#explainable-ai#interpretable-models

vturrisi/solo-learn

A library of self-supervised methods for visual representation learning powered by PyTorch Lightning.

1.6K
Active
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#representation-learning

dandelin/ViLT

A Vision-and-Language Transformer model for multimodal tasks without the need for convolution or region supervision.

1.5K
Archived
Python
Computer Vision
LLM Frameworks
Python
#vision-language#multimodal#transformer

tinyvision/SOLIDER

A self-supervised learning framework for learning general human representations from unlabeled images.

1.5K
Archived
Python
Computer Vision
Research Papers
PyTorch
#computer-vision#self-supervised-learning#human-representation

code-kern-ai/refinery

An open-source tool for scaling, assessing, and maintaining natural language data for AI/ML models.

1.5K
Archived
Python
Data Labeling
Search-as-a-Service
Python
#active-learning#data-labeling#natural-language-processing

pathak22/noreward-rl

This TensorFlow code implements a curiosity-driven exploration algorithm for deep reinforcement learning.

1.5K
Archived
Python
Reinforcement Learning
API Frameworks
TensorFlow
#curiosity#deep-learning#deep-reinforcement-learning

wvangansbeke/Unsupervised-Classification

Unsupervised image classification library using contrastive learning and SCAN algorithm.

1.5K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#clustering#contrastive-learning#image-classification

LirongWu/awesome-graph-self-supervised-learning

A library for self-supervised learning on graphs, providing contrastive, generative, and predictive pretext tasks.

1.4K
Archived
Representation Learning
Graph Databases
#graph-neural-networks#self-supervised-learning#pre-training

KaiyangZhou/Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

1.4K
Archived
Python
Computer Vision
Machine Learning
PyTorch
#computer-vision#deep-learning#domain-adaptation

Ceruleanacg/Personae

Personae is a repo for implementing and experimenting with Deep Reinforcement Learning and Supervised Learning for Quantitative Trading.

1.4K
Archived
Python
Reinforcement Learning
Supervised Learning
Python
#reinforcement-learning#supervised-learning#stock-trading

keyu-tian/SparK

A PyTorch implementation of a BERT-style pretraining method for convolutional networks, enabling more efficient self-supervised learning.

1.4K
Archived
Python
Computer Vision
Fine-tuning
PyTorch
#bert#cnn#convnet

TorchSSL/TorchSSL

A PyTorch-based library for semi-supervised learning in computer vision and deep learning.

1.4K
Archived
Python
Machine Learning Ops
Computer Vision
PyTorch
#computer-vision#deep-learning#semi-supervised-learning

siyuanliii/masa

A self-supervision framework for tracking everything, implemented in Python.

1.4K
Experimental
Python
React
#self-supervision#tracking#segmentation

MoyGcc/vid2avatar

A Python library for 3D human avatar reconstruction from videos using self-supervised scene decomposition.

1.3K
Stable
Python
Computer Vision
#3d-reconstruction#computer-vision#avatar-generation

lightly-ai/lightly-train

All-in-one training for vision models with pretraining, fine-tuning, and distillation capabilities.

1.3K
Active
Python
Computer Vision
Fine-tuning
PyTorch
#computer-vision#deep-learning#pretrained-models
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