CV

AccumulateMore/CV

超级全面的深度学习笔记

GitHub

GraphCanon updated 4d · GitHub synced 4d

23k stars2.6k forksLast push 1mo Jupyter Notebook

Decision brief

CV is a comprehensive set of Jupyter Notebook-guided resources for learning about deep learning, particularly within computer vision and natural language processing using the Pytorch framework.

Good fit when

When you are specifically interested in deep learning projects that leverage Pytorch for tasks related to computer vision or natural language processing.
If you need materials that are in Chinese, as CV provides its resources primarily in this language.

Avoid when

Avoid using CV if your primary interest lies outside of computer vision and NLP within deep learning, since the resources heavily focus on these two areas.
Do not use this tool if you require detailed information or practical guidance in a language other than Chinese, as translation might reduce clarity.

Pricing:: freemium - CV is apparently offered freely. However, the unclear license may affect your usage rights.
Requirements:: Ensure you have a suitable environment to run Jupyter Notebooks and have some understanding of Pytorch.; You should be comfortable with Chinese or capable of translating the resources for better comprehension.

Observed Jul 11, 2026 · Source: enrich:decision_facts

CV alternatives Trust report

CV vs happy-llm CV vs self-llm

Verify the decision

Maintenance and security

Full trust report

Maintenance: Steady (47d since push); As of 4d
Provenance: Not a fork · Personal account; As of 4d
Security (OSV): No lockfile; As of 1mo

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Install

git clone https://github.com/AccumulateMore/CV

How it fits your stack(9)

Typed graph edges - alternatives, integrations, successors, and dependencies. Ranked by relationship type, not raw GitHub stars.

Alternative

happy-llm

Both 'CV' and 'happy-llm' provide comprehensive guides for learning about large models and deep learning concepts, albeit in different formats and focusing slightly on different aspects (e.g., happy-llm focuses more directly on building models from scratch).

alternative

self-llm

'self-llm' and 'CV' both cater to Chinese-speaking users with educational content geared towards understanding and building deep learning large models.

alternative

Integrates

transformers

Transformers can be used as part of the deep learning implementations described in the CV repository, especially for NLP and multimodal models.

integrates

LLMs-from-scratch

The CV repository focuses on deep learning notebooks and includes PyTorch, which can be used to implement LLMs from scratch as detailed in rasbt's project.

integrates

mlflow

MLFlow provides an AI engineering platform which can integrate with the deep learning models described and implemented within CV repository.

integrates

ollama

'CV' contains resources for understanding and implementing LLMs in a broader context of deep learning theory, which ties it to the purpose of 'ollama'.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

mastra

'CV' provides educational resources for deep learning and computer vision, which can be seen as a foundational component that developers using frameworks like 'Mastra.ai' might study to build their applications.

Relationship graph

Optional deeper exploration of typed edges and category neighbours.

happy-llm33k★

self-llm32k★

transformers164k★

LLMs-from-scratch103k★

AlternativeIntegratesRelated

happy-llm33k★

self-llm32k★

transformers164k★

LLMs-from-scratch103k★

AlternativeIntegratesRelated

Similar tools

Same-category neighbours not already linked as typed edges.

tensorflow

An Open Source Machine Learning Framework for Everyone

197k★

langflow

Tool for building and deploying AI-powered agents and workflows

153k★

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

102k★

Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

包含关于深度学习的笔记，重点在计算机视觉和自然语言处理领域，使用Pytorch框架。

Capability facts

Languages: jupyter notebook
Source: github.language · Aug 17, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Aug 17, 2026)

nda 的 Jupyter Notebook 打开的。（不会打开笔记的，百度查一下"Anaconda如何打开Jupyter Notebook文件"，或者我的主页Python仓库里面"00_Python编辑器"里面有写。）

Source link

Works with JetBrains IDEsJetBrains IDEs

Source: README excerpt (regex_v1, Aug 17, 2026)

2. Pycharm 的 Jupyter Notebook 打开笔记时，图片不会正常显示，笔记是用 Anaconda 的 Jupyter Notebook 打开的。（不会打开笔记的

Source link

README

超级全面的深度学习笔记（包含CV、NLP、大模型、Agent）

笔记视频：

Pytorch 视频讲解【主讲人：土堆】【对应笔记：100-122】

https://www.bilibili.com/video/BV1hE411t7RN

深度学习视频讲解【主讲人：李沐】【对应笔记：200-268】

https://space.bilibili.com/1567748478/lists/358497?type=series

深度学习视频讲解【主讲人：吴恩达】【对应笔记：300-354】

https://www.bilibili.com/video/BV1FT4y1E74V

大模型Agent 视频讲解【主讲人：大飞】【对应笔记：400-409】

大模型Agent 视频讲解【主讲人：XXX】【对应笔记：500-5XX，预计明年上线】

占位符-占位符-占位符-占位符-占位符-占位符-占位符-占位符-占位符-占位符-占位符

"❤️如果我的笔记对你有帮助，欢迎点个Star⭐，你的支持是我更新的动力～❤️"

土堆&李沐&吴恩达&大飞数据集（无偿分享）：

链接: https://pan.baidu.com/s/1KTW2WsTy6TFpNdK_WwjBmg 提取码: ppmu

补充说明：数据集链接如果失效了，下面有微信，可以联系我。

笔记备注（敲重点！敲重点！敲重点！）：

在线观看笔记时，有时会出现图片（或公式）显示不完整，这是Github网站没有解析好，笔记下载到本地观看就正常了。（不会下载笔记的，百度查一下"Github如何下载文件"。）
Pycharm 的 Jupyter Notebook 打开笔记时，图片不会正常显示，笔记是用 Anaconda 的 Jupyter Notebook 打开的。（不会打开笔记的，百度查一下"Anaconda如何打开Jupyter Notebook文件"，或者我的主页Python仓库里面"00_Python编辑器"里面有写。）
安装 Jupyter Notebook 的目录插件，可以快速通过目录，跳转到相应的章节，如下图所示。（不会安装目录的，百度查一下"Jupyter Notebook如何安装目录"，或者我的主页Python仓库里面"00_Python编辑器"里面有相关链接。）

搭建交流群，帮助孤单的自学者交流

【深度学习学习交流①群】	【深度学习学习交流②群】	微信

超过200人，扫码入群方式失效，只能微信好友邀请入群。

看人之短，无一可交之人。看人之长，天下皆是吾师。

因为好友申请太多了，添加好友后，直接表达你的需求。

需求示例	需求示例	需求示例
需要论文辅导（研0研1免费，半年掌握三年知识）	要进学习交流群	要数据集
需要就业指导（指数级快速学习AI，快速拿到offer）	面试预演（简历拷打问题）	需要实习
需要商业级项目（简历增添项目，提升核心竞争力）	指导改简历（从面试官角度出发）	......

需求示例：

"❤️如果你有基础：可以帮你一个月工资涨几千块钱，一年就涨几万了❤️"
"❤️如果你没有基础：可以帮你找到工作，一个月工资几万，一年几十万❤️"

帮你们就业，有意向的可以投简历

联影医疗地点(可选)：上海、北京、深圳、武汉、广州、成都、西安、沈阳、三亚等

联影简介：上市千亿公司，在国家号召自主研发高端医疗器械背景下，发展前景十分广阔。

补充：能内推简历的，也可以联系我【你收公司内推奖金、ta们就业，双赢】。

内推名企	内推名企	内推名企	内推名企	内推名企	内推名企	内推名企	内推名企
阿里巴巴	腾讯	美团	京东	拼多多	百度	字节跳动	华为
小米	OPPO	vivo	联想	浪潮集团	用友网络	商汤科技	旷视科技
中兴通讯	海康威视	大华股份	科大讯飞	蔚来汽车	理想汽车	小鹏汽车	比亚迪
网易	快手	携程	同程旅行	顺丰科技	京东方	深信服	金山办公
猿辅导	作业帮	得物	哔哩哔哩	深度求索	MiniMax	喜马拉雅	滴滴
高德地图	金山云	智谱	普华永道	德勤	安永	月之暗面	平安科技
招联科技	寒武纪	地平线	依图科技	云从科技	知乎	小红书	小马智行
文远知行	大疆	特斯拉	宁德时代	中创新航	比克电池	GE医疗	西门子医疗

我已经指导过上千位同学，即使市场大环境不好，很多同学都入职各家公司成功了。

2024届年度内推第一名	2024届年度内推第一名	2024届年度内推第一名

一起沾沾喜气，好运是可以传染的	一起沾沾喜气，好运是可以传染的	一起沾沾喜气，好运是可以传染的

综合战绩，遥遥领先~	综合战绩，遥遥领先~

For agents

This page has a .md twin and JSON over the API.

/tools/accumulatemore-cv.md GET /api/graphcanon/tools/accumulatemore-cv GET /api/graphcanon/graph?tool=accumulatemore-cv

CV