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通过带领大家解读Transformer模型来加深对模型的理解

41 9 Updated Dec 12, 2024

To be the world's best PyTorch project template.

Python 467 64 Updated Mar 25, 2023

《机器学习》(西瓜书)代码实战

Jupyter Notebook 715 155 Updated Oct 13, 2024

[CVPR'24] Official PyTorch implementation of Contrastive Mean-Shift Learning for Generalized Category Discovery

Python 40 2 Updated May 1, 2024

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Jupyter Notebook 1,608 313 Updated Mar 21, 2024

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…

Python 4,336 1,179 Updated Jul 15, 2024

🤩Learning and reproducing classic deep learning models by using PyTorch.【Machine Learning,CV,NLP,Mutimodal,GNN,etc.】

Python 24 2 Updated Mar 14, 2022

2004-2020美赛O奖论文

MATLAB 1,725 321 Updated Apr 9, 2024

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

Jupyter Notebook 20,453 5,407 Updated Jul 25, 2024

Solutions to all questions of the book Introduction to the Theory of Computation, 3rd edition by Michael Sipser

1,366 233 Updated Dec 8, 2020

LaTeX files for the Deep Learning book notation

TeX 1,698 355 Updated May 8, 2023

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

Java 12,959 2,721 Updated Oct 9, 2023

LLM Course;

Python 50 5 Updated Nov 28, 2024

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识,包括面试题,各种基础知识,工程能力等等,提升核心竞争力

Python 6,967 1,185 Updated Aug 24, 2022

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 37,863 6,060 Updated Dec 9, 2024

「大模型」3小时完全从0训练26M的小参数GPT,个人显卡即可推理训练!

Python 2,990 366 Updated Dec 13, 2024

Chinese AI & Law Challenge

452 87 Updated May 13, 2019

A Chi­nese edi­tion of the Not So Short Introduction to LaTeX2ε

TeX 3,039 409 Updated May 6, 2024

李宏毅2021/2022/2023春季机器学习课程课件及作业

Jupyter Notebook 6,308 1,599 Updated Jun 3, 2023

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

Python 11,584 1,942 Updated Dec 6, 2024

吴恩达老师的机器学习课程个人笔记

HTML 32,313 10,652 Updated Jun 10, 2024

Python - 100天从新手到大师

Python 158,797 52,604 Updated Aug 15, 2024

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

Jupyter Notebook 252 47 Updated Sep 7, 2024

本项目是一个面向小白开发者的大模型应用开发教程,在线阅读地址:https://datawhalechina.github.io/llm-universe/

Jupyter Notebook 4,972 604 Updated Sep 22, 2024

HuggingLLM, Hugging Future.

Jupyter Notebook 2,798 366 Updated Dec 8, 2024

聪明办法学Python,简明且系统的 Python 入门教程第二版。

Jupyter Notebook 237 33 Updated May 13, 2024