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Implementation of papers in 100 lines of code.

Python 1,401 150 Updated Dec 2, 2024

Easily compute clip embeddings and build a clip retrieval system with them

Jupyter Notebook 2,476 218 Updated Apr 15, 2024

Mamba SSM architecture

Python 13,829 1,190 Updated Jan 18, 2025

High-Resolution Image Synthesis with Latent Diffusion Models

Jupyter Notebook 12,242 1,564 Updated Feb 29, 2024

Semantic Image Inpainting

Python 170 56 Updated Mar 12, 2019

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Jupyter Notebook 27,068 3,412 Updated Jul 23, 2024

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

Python 1,895 335 Updated Dec 14, 2023

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Python 8,512 1,418 Updated Dec 14, 2024

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

Python 5,729 945 Updated Nov 21, 2024

code for NASViT

Python 67 3 Updated Apr 25, 2022

深度学习经典、新论文逐段精读

27,909 2,485 Updated Nov 17, 2024

LibCity: An Open Library for Urban Spatial-temporal Data Mining

Python 970 172 Updated Dec 18, 2024

A pytorch adversarial library for attack and defense methods on images and graphs

Python 1,008 194 Updated Jul 23, 2024

Summary of open source code for deep learning models in the field of traffic prediction

252 58 Updated Nov 17, 2022

An end-to-end PyTorch framework for image and video classification

Python 1,598 276 Updated Jun 27, 2024

Graph Neural Network Library for PyTorch

Python 21,781 3,735 Updated Jan 23, 2025

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Python 2,956 693 Updated Jul 6, 2023

On Network Design Spaces for Visual Recognition

Jupyter Notebook 94 9 Updated Apr 25, 2020

Generative Agents: Interactive Simulacra of Human Behavior

18,194 2,391 Updated Aug 5, 2024

A collection of AWESOME things about Graph-Related LLMs.

1,950 140 Updated Nov 25, 2024

[CVPR 2023] DepGraph: Towards Any Structural Pruning

Python 2,846 340 Updated Dec 21, 2024

Hyperbolic Graph Neural Networks

Python 229 52 Updated Oct 26, 2019

Inference code for Llama models

Python 57,293 9,665 Updated Aug 18, 2024

Official Code for DragGAN (SIGGRAPH 2023)

Python 35,838 3,460 Updated May 18, 2024

An annotated implementation of the Transformer paper.

Jupyter Notebook 5,921 1,262 Updated Apr 7, 2024

GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22

Python 488 77 Updated Apr 12, 2023

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Python 137,916 27,650 Updated Jan 23, 2025

This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic p…

Python 593 68 Updated Aug 26, 2021

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

Python 9,967 1,698 Updated Jan 20, 2025

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Jupyter Notebook 18,928 8,733 Updated Jul 9, 2024
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