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datawhalechina/leedl-tutorial

A tutorial on deep learning by renowned professor Li Hongy, covering a wide range of AI and machine learning topics.

16.4K
Stable
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#deep-learning#machine-learning#tutorial

zhouhaoyi/Informer2020

A transformer-based time series forecasting library for vibe coders using AI tools.

6.4K
Experimental
Python
Forecasting
Transformer
PyTorch
#deep-learning#time-series#self-attention

PetarV-/GAT

A Python library that implements Graph Attention Networks, a powerful neural network architecture for graph-structured data.

3.5K
Archived
Python
Neural Networks
Graph-based AI
TensorFlow
#graph-attention-networks#self-attention#neural-networks

diegoantognini/pyGAT

A PyTorch implementation of the Graph Attention Network model for developers working with AI tools.

3.1K
Archived
Python
Neural Networks
Graph Neural Networks
PyTorch
#attention-mechanism#graph-neural-networks#self-attention

github/CodeSearchNet

CodeSearchNet provides datasets, tools, and benchmarks for representation learning of code, enabling AI-powered code discovery.

2.4K
Archived
Jupyter Notebook
Machine Learning on Source Code
Datasets
Jupyter Notebook
#machine-learning#nlp#data-science

microsoft/DeBERTa

A powerful BERT-based language model for natural language understanding and representation learning.

2.2K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#roberta#transformer-encoder

speedinghzl/CCNet

CCNet is a semantic segmentation library that uses Criss-Cross Attention to improve scene parsing performance.

1.5K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#semantic-segmentation#scene-parsing#self-attention

DirtyHarryLYL/Transformer-in-Vision

A collection of recent Transformer-based computer vision and related research papers.

1.3K
Archived
Computer Vision
Vision Transformers
PyTorch
#computer-vision#deep-learning#transformer

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

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

cardwing/Codes-for-Lane-Detection

A deep learning-based library for efficient lane detection, using self-attention distillation.

1.1K
Archived
Lua
Computer Vision
PyTorch
#lane-detection#deep-learning#cnn

Separius/awesome-fast-attention

A curated list of efficient attention modules for building AI-powered applications with transformers.

1.0K
Archived
Python
LLM Frameworks
API Frameworks
Python
#attention#transformer#self-attention

brain-research/self-attention-gan

Self-Attention GAN, a Python library for generative adversarial networks using self-attention mechanisms.

1.0K
Archived
Python
GANs
API Frameworks
PyTorch
#generative-adversarial-networks#self-attention#machine-learning

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