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68 stars written in Jupyter Notebook
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Python - 100天从新手到大师

Jupyter Notebook 174,096 54,812 Updated Mar 28, 2025

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 78,059 11,524 Updated Nov 6, 2025

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

Jupyter Notebook 52,394 6,132 Updated Sep 18, 2024

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

Jupyter Notebook 31,445 3,821 Updated Jul 23, 2024

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程

Jupyter Notebook 25,748 2,588 Updated Nov 4, 2025

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Jupyter Notebook 22,052 2,647 Updated Jun 12, 2025

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Jupyter Notebook 21,684 6,165 Updated Jul 13, 2023

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 21,374 5,441 Updated Jul 25, 2024

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Jupyter Notebook 19,159 5,436 Updated Oct 14, 2021

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use th…

Jupyter Notebook 17,562 2,186 Updated Dec 25, 2024

Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

Jupyter Notebook 16,036 1,272 Updated Oct 27, 2025

llama3 implementation one matrix multiplication at a time

Jupyter Notebook 15,194 1,291 Updated May 23, 2024

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Jupyter Notebook 14,023 4,407 Updated Aug 19, 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 10,645 1,118 Updated Oct 2, 2025

Best Practices, code samples, and documentation for Computer Vision.

Jupyter Notebook 9,782 1,193 Updated Feb 16, 2024

《动手学大模型Dive into LLMs》系列编程实践教程

Jupyter Notebook 9,566 962 Updated Oct 10, 2025

数据科学的笔记以及资料搜集

Jupyter Notebook 8,482 3,134 Updated Aug 16, 2021

MiniCPM4 & MiniCPM4.1: Ultra-Efficient LLMs on End Devices, achieving 3+ generation speedup on reasoning tasks

Jupyter Notebook 8,408 520 Updated Oct 8, 2025

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

Jupyter Notebook 5,861 1,058 Updated Aug 7, 2024

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

Jupyter Notebook 5,597 527 Updated Aug 29, 2025

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Jupyter Notebook 5,264 1,258 Updated Oct 24, 2021

Repo for the Deep Reinforcement Learning Nanodegree program

Jupyter Notebook 5,116 2,372 Updated Nov 16, 2023

Democratizing Reinforcement Learning for LLMs

Jupyter Notebook 4,681 440 Updated Nov 4, 2025

CoTracker is a model for tracking any point (pixel) on a video.

Jupyter Notebook 4,653 326 Updated Jan 21, 2025

Align Anything: Training All-modality Model with Feedback

Jupyter Notebook 4,584 505 Updated Aug 25, 2025

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

Jupyter Notebook 4,213 462 Updated Jan 27, 2025

https://hrl.boyuai.com/

Jupyter Notebook 4,137 759 Updated Nov 22, 2022

Homepage for STAT 157 at UC Berkeley

Jupyter Notebook 3,901 1,491 Updated Feb 16, 2021

仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理

Jupyter Notebook 3,705 509 Updated Aug 15, 2024

中文nlp解决方案(大模型、数据、模型、训练、推理)

Jupyter Notebook 3,693 440 Updated Aug 5, 2025
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