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45 stars written in Python
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:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

Python 98,472 9,816 Updated Jan 27, 2025

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Python 65,768 11,259 Updated Jul 30, 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 58,533 5,958 Updated Aug 24, 2024

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Python 21,734 3,170 Updated Jan 19, 2025

A list of all named GANs!

Python 14,442 2,562 Updated Oct 6, 2023

StyleGAN - Official TensorFlow Implementation

Python 14,249 3,187 Updated Apr 10, 2024

视频硬字幕提取,生成srt文件。无需申请第三方API,本地实现文本识别。基于深度学习的视频字幕提取框架,包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

Python 6,608 713 Updated Dec 24, 2024

⛽️「算法通关手册」:超详细的「算法与数据结构」基础讲解教程,从零基础开始学习算法知识,850+ 道「LeetCode 题目」详细解析,200 道「大厂面试热门题目」。

Python 6,408 1,158 Updated Jan 16, 2025

Code and hyperparameters for the paper "Generative Adversarial Networks"

Python 3,936 1,095 Updated May 25, 2020

Compute FID scores with PyTorch.

Python 3,541 526 Updated Jul 3, 2024

PyInstaller Extractor

Python 3,156 643 Updated Nov 12, 2024

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

Python 2,947 797 Updated Sep 8, 2017

The author's officially unofficial PyTorch BigGAN implementation.

Python 2,891 481 Updated Jul 19, 2023

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

Python 2,635 426 Updated Oct 2, 2022

✔️李沐 【动手学深度学习】课程学习笔记:使用pycharm编程,基于pytorch框架实现。

Python 2,605 472 Updated Sep 11, 2023

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

Python 2,327 622 Updated May 10, 2023

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

Python 1,938 235 Updated Sep 5, 2023

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to k…

Python 1,558 458 Updated Feb 2, 2020

A collection of pre-trained StyleGAN 2 models to download

Python 1,267 109 Updated Jul 18, 2022

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Python 1,028 179 Updated Feb 12, 2021

我的大数据学习书单

Python 584 243 Updated Oct 24, 2019

[CVPR 2022] HairCLIP: Design Your Hair by Text and Reference Image

Python 561 68 Updated Apr 24, 2024

Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.

Python 536 72 Updated Feb 7, 2022

PyTorch implementation of Glow

Python 528 97 Updated Nov 20, 2021
Python 382 37 Updated Nov 29, 2022

Simple, extendable, easy to understand Glow implementation in PyTorch

Python 380 63 Updated Jul 16, 2022

A collection of pre-trained StyleGAN models to download

Python 329 34 Updated Apr 28, 2020

Unofficial implementation of the paper "Deferred Neural Rendering: Image Synthesis using Neural Textures" in Pytorch.

Python 270 36 Updated Jul 25, 2024

Generative Flow based Sequence-to-Sequence Toolkit written in Python.

Python 243 31 Updated Jan 28, 2020
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