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😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

1,410 227 Updated Apr 26, 2024

A curated list of reinforcement learning with human feedback resources (continually updated)

3,701 230 Updated Jan 27, 2025

Awesome De novo drugs design papers

86 12 Updated Nov 21, 2023

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

Python 5,730 1,747 Updated Feb 10, 2025

Therapeutics Commons (TDC-2): Multimodal Foundation for Therapeutic Science

Jupyter Notebook 1,045 184 Updated Feb 7, 2025

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

Jupyter Notebook 337 25 Updated Mar 30, 2024

Techniques for deep learning with satellite & aerial imagery

8,999 1,526 Updated Nov 19, 2024

SwissArmyTransformer is a flexible and powerful library to develop your own Transformer variants.

Python 1,051 98 Updated Dec 26, 2024

A collection of loss functions for medical image segmentation

Python 3,872 605 Updated Nov 1, 2023

论文写作与资料分享

2,646 585 Updated Aug 7, 2022

torchsummaryX: Improved visualization tool of torchsummary

Python 302 32 Updated Mar 17, 2022

"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction

Python 443 60 Updated Sep 28, 2024

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 58,503 5,954 Updated Aug 24, 2024

The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks

Python 215 33 Updated Jan 18, 2022

一位酷爱做饭的程序员,立志用动画将算法说的通俗易懂。我的面试网站 www.chengxuchu.com

10,632 1,564 Updated May 11, 2023

深度学习总结,包含基础知识、目标检测、目标跟踪、目标分类,深度学习八股文,相关竞赛等

217 42 Updated Sep 3, 2022

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

Python 1,173 107 Updated Feb 7, 2025

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Python 29,574 3,703 Updated Aug 6, 2024

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Python 36,304 6,022 Updated Jul 26, 2024

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

Python 2,765 408 Updated Oct 20, 2024

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

Python 11,708 1,948 Updated Dec 6, 2024

Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

Python 77 10 Updated May 17, 2024

A curated list of awesome self-supervised methods

6,216 834 Updated Jul 3, 2024

A one-stop repository for low-code easily-installable object detection pipelines.

Jupyter Notebook 637 248 Updated Mar 24, 2023

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Python 33,140 4,841 Updated Jan 31, 2025

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

JavaScript 55,357 15,925 Updated Jun 26, 2024

Sandbox for training deep learning networks

Python 2,992 561 Updated Sep 6, 2024

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Python 2,914 587 Updated Jan 4, 2023

CNN detector evaluation

20 6 Updated Jul 6, 2020
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