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pprp/SimpleCVReproduction

A repository for replicating simple computer vision projects including attention, classification, detection, and more.

1.3K
Stable
Jupyter Notebook
Computer Vision
PyTorch
#computer-vision#paper-reproduction#demo

pprp/awesome-attention-mechanism-in-cv

A curated list of attention modules and plug-and-play modules for computer vision in Python.

1.3K
Archived
Python
Computer Vision
PyTorch
#attention-mechanisms#computer-vision#implementation

dsgiitr/graph_nets

PyTorch implementation and explanation of popular graph representation learning papers.

1.2K
Experimental
Jupyter Notebook
Graph Representation Learning
PyTorch
#graph-neural-networks#node-embedding#graph-convolutional-networks

unum-cloud/UForm

Multimodal AI toolkit for fast content understanding and generation across text, images, and video

1.2K
Stable
Python
LLM Frameworks
Computer Vision
PyTorch
#multimodal-ai#cross-modal#semantic-search

awslabs/sockeye

Sockeye is a PyTorch-based sequence-to-sequence framework for neural machine translation tasks.

1.2K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#machine-translation#sequence-to-sequence#attention-mechanism

The-AI-Summer/self-attention-cv

A Python library implementing various self-attention mechanisms for computer vision tasks.

1.2K
Archived
Python
Computer Vision
API Frameworks
#artificial-intelligence#attention-mechanism#self-attention

Jhy1993/HAN

A heterogeneous graph neural network library for advanced graph representation learning.

1.2K
Archived
Python
Graph Neural Network
Graph Databases
Python
#graph-neural-network#heterogeneous-graph#graph-attention-network

DreamTechAI/Direct3D-S2

An open-source 3D generation model that uses Spatial Sparse Attention for efficient and scalable 3D creation.

1.2K
Stable
Python
Computer Vision
AI SDKs & Wrappers
Python
#3d-generation#3d-models#genai-3d

microsoft/MInference

A Python library that speeds up inference for large language models by up to 10x with dynamic sparse attention

1.2K
Stable
Python
LLM Frameworks
Inference
Python
#large-language-models#inference-optimization#sparse-attention

Smerity/sha-rnn

A PyTorch library for building Single Headed Attention RNNs, a novel type of neural network for AI applications.

1.2K
Archived
Python
LLM Frameworks
CLI Tools
PyTorch
#rnns#attention-mechanism#neural-networks

hkproj/pytorch-transformer

An implementation of the Attention Is All You Need paper, built with PyTorch and Jupyter Notebooks.

1.2K
Archived
Jupyter Notebook
LLM Frameworks
API Frameworks
PyTorch
#attention-is-all-you-need#paper-implementations#transformer

SHI-Labs/Neighborhood-Attention-Transformer

A transformer-based model for neighborhood attention, useful for computer vision tasks.

1.2K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#transformer#attention

ChenyangQiQi/FateZero

FateZero is a video editing tool that uses AI-powered text-driven video editing and style transfer.

1.2K
Archived
Jupyter Notebook
Computer Vision
AI Image & Video
Jupyter Notebook
#video-editing#text-driven-editing#style-transfer

xiangwang1223/knowledge_graph_attention_network

A knowledge graph attention network for building explainable recommendation systems.

1.2K
Archived
Python
Recommender System
Knowledge Graph
Python
#knowledge-graph#recommendation#explainable-ai

meta-pytorch/attention-gym

Helpful tools and examples for working with flex-attention in PyTorch

1.1K
Active
Python
LLM Frameworks
API Frameworks
PyTorch
#attention-mechanism#transformer#deep-learning

SuperBruceJia/EEG-DL

A deep learning library for EEG tasks classification, built with TensorFlow.

1.1K
Experimental
Python
Computer Vision
API Frameworks
TensorFlow
#eeg-classification#deep-learning#tensorflow

cedrickchee/awesome-transformer-nlp

A curated list of NLP resources focused on Transformer networks, attention mechanism, and large language models.

1.1K
Archived
LLM Frameworks
Tutorials & Courses
#natural-language-processing#transformer#attention-mechanism

houqb/CoordAttention

Code for a CVPR2021 paper on coordinate attention, a technique for improving neural network performance.

1.1K
Archived
Python
Computer Vision
Frontend Frameworks
PyTorch
#attention#mobilenetv2#mobilenext

da03/Attention-OCR

Attention-based OCR library for building vision AI apps that extract text from images.

1.1K
Archived
Python
Computer Vision
Backend Frameworks
Python
#ocr#computer-vision#text-extraction

epfml/attention-cnn

Source code for a research paper exploring the relationship between self-attention and convolutional layers.

1.1K
Archived
Python
Computer Vision
Documentation
Python
#computer-vision#neural-networks#attention-mechanism

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