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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

skygazer42/DL-Hub

llms 大模型笔记50篇此仓库包含关于机器学习、深度学习、计算机视觉、自然语言处理、大模型爬虫等领域项目实战

63MITPython

View on GitHub Website

Stars: 1,121
Forks: 68
Watchers: 36
Open issues: 0
Contributors: 2

Star history, last 90 days+12 over 33 snapshots

2026-07-31 · 1,1092026-11-04 · 1,121

Star history, last 90 days
Date	Stars
2026-07-31	1109
2026-08-09	1111
2026-08-17	1111
2026-08-19	1110
2026-08-20	1111
2026-08-21	1112
2026-08-23	1113
2026-08-24	1114
2026-08-25	1115
2026-08-26	1114
2026-08-28	1113
2026-08-29	1114
2026-09-02	1115
2026-09-03	1116
2026-09-06	1117
2026-09-14	1118
2026-09-16	1119
2026-09-21	1118
2026-09-25	1119
2026-09-28	1120
2026-09-29	1121
2026-10-05	1119
2026-10-09	1118
2026-10-10	1115
2026-10-14	1116
2026-10-18	1115
2026-10-22	1116
2026-10-25	1117
2026-10-27	1117
2026-10-28	1118
2026-10-30	1119
2026-11-03	1120
2026-11-04	1121

Today

+1 stars today

This week

+3 stars this week

This month

+2 stars this month

Momentum

0.0

growth rate 0.27%/day

From the README

<div align="center">

<img src="https://raw.githubusercontent.com/skygazer42/DL-Hub/main/assets/dl_hub_logo.png" width="64%" alt="DL-Hub logo" />

**从原理到实现 — 一站式 PyTorch 深度学习实践库**

<br/>

[![Python](https://img.shields.io/badge/Python-3.10+-3776AB?style=for-the-badge&logo=python&logoColor=white)](https://python.org)
[![PyTorch](https://img.shields.io/badge/PyTorch-2.0+-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white)](https://pytorch.org)
[![NumPy](https://img.shields.io/badge/NumPy-1.24+-013243?style=for-the-badge&logo=numpy&logoColor=white)](https://numpy.org)
[![Python CI](https://img.shields.io/github/actions/workflow/status/skygazer42/DL-Hub/python-ci.yml?branch=main&style=for-the-badge&label=Python%20CI)](https://github.com/skygazer42/DL-Hub/actions/workflows/python-ci.yml)
[![Docs](https://img.shields.io/github/actions/workflow/status/skygazer42/DL-Hub/docs.yml?branch=main&style=for-the-badge&label=Docs)](https://github.com/skygazer42/DL-Hub/actions/workflows/docs.yml)
[![zread](https://img.shields.io/badge/Ask_Zread-_.svg?style=for-the-badge&color=00b0aa&labelColor=000000&logo=data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQuOTYxNTYgMS42MDAxSDIuMjQxNTZDMS44ODgxIDEuNjAwMSAxLjYwMTU2IDEuODg2NjQgMS42MDE1NiAyLjI0MDFWNC45NjAxQzEuNjAxNTYgNS4zMTM1NiAxLjg4ODEgNS42MDAxIDIuMjQxNTYgNS42MDAxSDQuOTYxNTZDNS4zMTUwMiA1LjYwMDEgNS42MDE1NiA1LjMxMzU2IDUuNjAxNTYgNC45NjAxVjIuMjQwMUM1LjYwMTU2IDEuODg2NjQgNS4zMTUwMiAxLjYwMDEgNC45NjE1NiAxLjYwMDFaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00Ljk2MTU2IDEwLjM5OTlIMi4yNDE1NkMxLjg4ODEgMTAuMzk5OSAxLjYwMTU2IDEwLjY4NjQgMS42MDE1NiAxMS4wMzk5VjEzLjc1OTlDMS42MDE1NiAxNC4xMTM0IDEuODg4MSAxNC4zOTk5IDIuMjQxNTYgMTQuMzk5OUg0Ljk2MTU2QzUuMzE1MDIgMTQuMzk5OSA1LjYwMTU2IDE0LjExMzQgNS42MDE1NiAxMy43NTk5VjExLjAzOTlDNS42MDE1NiAxMC42ODY0IDUuMzE1MDIgMTAuMzk5OSA0Ljk2MTU2IDEwLjM5OTlaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik0xMy43NTg0IDEuNjAwMUgxMS4wMzg0QzEwLjY4NSAxLjYwMDEgMTAuMzk4NCAxLjg4NjY0IDEwLjM5ODQgMi4yNDAxVjQuOTYwMUMxMC4zOTg0IDUuMzEzNTYgMTAuNjg1IDUuNjAwMSAxMS4wMzg0IDUuNjAwMUgxMy43NTg0QzE0LjExMTkgNS42MDAxIDE0LjM5ODQgNS4zMTM1NiAxNC4zOTg0IDQuOTYwMVYyLjI0MDFDMTQuMzk4NCAxLjg4NjY0IDE0LjExMTkgMS42MDAxIDEzLjc1ODQgMS42MDAxWiIgZmlsbD0iI2ZmZiIvPgo8cGF0aCBkPSJNNCAxMkwxMiA0TDQgMTJaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00IDEyTDEyIDQiIHN0cm9rZT0iI2ZmZiIgc3Ryb2tlLXdpZHRoPSIxLjUiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIvPgo8L3N2Zz4K&logoColor=ffffff)](https://zread.ai/skygazer42/DL-Hub)
[![License](https://img.shields.io/badge/License-MIT-green?style=for-the-badge)](LICENSE)

<br/>

<!-- stats:hero-badges -->
**339 Lessons** · **8611 Model Zoo Registrations** · **232 Audited Zoo Sources** · **31 NumPy ML Algorithms**
<!-- /stats:hero-badges -->

<br/>

统一代码风格、统一训练脚手架、统一运行方式<br/>
让学习者真正能 **"循序渐进跑通 → 改得动 → 能验收"**

[Quick Start](#quick-start) · [Learning Tracks](#learning-tracks) · [Model Zoo](#model-zoo) · [Docs](#documentation)

</div>

## What You'll Build

<table>
<tr>
<td align="center" width="25%">
<br/>
<b>Vision</b><br/>
<sub>从 LeNet 到 ViT，<br/>791 注册 ID · 图像分类 / 检测 / 分割</sub>
</td>
<td align="center" width="25%">
<br/>
<b>NLP</b><br/>
<sub>从词嵌入到 Transformer，<br/>814 注册 ID · 分类 / NER / 阅读理解</sub>
</td>
<td align="center" width="25%">
<br/>
<b>GNN</b><br/>
<sub>从 GCN 到 PinSAGE，<br/>图分类 / 节点嵌入 / 推荐</sub>
</td>
<td align="center" width="25%">
<br/>
<b>Point Cloud</b><br/>
<sub>从 PointNet 到 PCT，<br/>64 注册 ID · 分类 / 部件分割 / 重建 / 15 种自监督</sub>
</td>
</tr>
<tr>
<td align="center" width="25%">
<br/>
<b>Generative</b><br/>
<sub>VAE / GAN / Diffusion / Flow Matching，<br/>重建 / 对抗生成 / 一步一致性 / 向量场传输</sub>
</td>
<td align="center" width="25%">
<br/>
<b>Multimodal</b><br/>
<sub>从 CLIP 到 Audio-Visual Learning，<br/>视觉问答 / 检索 / 音频文本理解 / 跨模态融合</sub>
</td>
<td align="center" width="25%">
<br/>
<b>LLM</b><br/>
<sub>Causal LM / Instruction Tuning / Prefix Tuning / Mamba，<br/>50+ 论文笔记</sub>
</td>
<td align="center" width="25%">
<br/>
<b>Federate

Excerpt of 14,168 characters

Read on GitHub

Top contributors2 shown

skygazer42
304
asizh
1

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

63/10063

Maintenance: 70%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 9%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No tagged releases
Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 5 years ago
Last push: 2 months ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: main
Size: 843k KB
Owner type: User
Owner location: —
Discovered via: topic:nlp
First indexed: 3 months ago
Last synced: 5 days ago

skygazer42/DL-Hub

llms 大模型笔记50篇此仓库包含关于机器学习、深度学习、计算机视觉、自然语言处理、大模型爬虫等领域项目实战

63MITPython

View on GitHub Website

Stars: 1,121
Forks: 68
Watchers: 36
Open issues: 0
Contributors: 2

Star history, last 90 days+12 over 33 snapshots

2026-07-31 · 1,1092026-11-04 · 1,121

Star history, last 90 days
Date	Stars
2026-07-31	1109
2026-08-09	1111
2026-08-17	1111
2026-08-19	1110
2026-08-20	1111
2026-08-21	1112
2026-08-23	1113
2026-08-24	1114
2026-08-25	1115
2026-08-26	1114
2026-08-28	1113
2026-08-29	1114
2026-09-02	1115
2026-09-03	1116
2026-09-06	1117
2026-09-14	1118
2026-09-16	1119
2026-09-21	1118
2026-09-25	1119
2026-09-28	1120
2026-09-29	1121
2026-10-05	1119
2026-10-09	1118
2026-10-10	1115
2026-10-14	1116
2026-10-18	1115
2026-10-22	1116
2026-10-25	1117
2026-10-27	1117
2026-10-28	1118
2026-10-30	1119
2026-11-03	1120
2026-11-04	1121

Today

+1 stars today

This week

+3 stars this week

This month

+2 stars this month

Momentum

0.0

growth rate 0.27%/day

From the README

<div align="center">

<img src="https://raw.githubusercontent.com/skygazer42/DL-Hub/main/assets/dl_hub_logo.png" width="64%" alt="DL-Hub logo" />

**从原理到实现 — 一站式 PyTorch 深度学习实践库**

<br/>

[![Python](https://img.shields.io/badge/Python-3.10+-3776AB?style=for-the-badge&logo=python&logoColor=white)](https://python.org)
[![PyTorch](https://img.shields.io/badge/PyTorch-2.0+-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white)](https://pytorch.org)
[![NumPy](https://img.shields.io/badge/NumPy-1.24+-013243?style=for-the-badge&logo=numpy&logoColor=white)](https://numpy.org)
[![Python CI](https://img.shields.io/github/actions/workflow/status/skygazer42/DL-Hub/python-ci.yml?branch=main&style=for-the-badge&label=Python%20CI)](https://github.com/skygazer42/DL-Hub/actions/workflows/python-ci.yml)
[![Docs](https://img.shields.io/github/actions/workflow/status/skygazer42/DL-Hub/docs.yml?branch=main&style=for-the-badge&label=Docs)](https://github.com/skygazer42/DL-Hub/actions/workflows/docs.yml)
[![zread](https://img.shields.io/badge/Ask_Zread-_.svg?style=for-the-badge&color=00b0aa&labelColor=000000&logo=data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQuOTYxNTYgMS42MDAxSDIuMjQxNTZDMS44ODgxIDEuNjAwMSAxLjYwMTU2IDEuODg2NjQgMS42MDE1NiAyLjI0MDFWNC45NjAxQzEuNjAxNTYgNS4zMTM1NiAxLjg4ODEgNS42MDAxIDIuMjQxNTYgNS42MDAxSDQuOTYxNTZDNS4zMTUwMiA1LjYwMDEgNS42MDE1NiA1LjMxMzU2IDUuNjAxNTYgNC45NjAxVjIuMjQwMUM1LjYwMTU2IDEuODg2NjQgNS4zMTUwMiAxLjYwMDEgNC45NjE1NiAxLjYwMDFaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00Ljk2MTU2IDEwLjM5OTlIMi4yNDE1NkMxLjg4ODEgMTAuMzk5OSAxLjYwMTU2IDEwLjY4NjQgMS42MDE1NiAxMS4wMzk5VjEzLjc1OTlDMS42MDE1NiAxNC4xMTM0IDEuODg4MSAxNC4zOTk5IDIuMjQxNTYgMTQuMzk5OUg0Ljk2MTU2QzUuMzE1MDIgMTQuMzk5OSA1LjYwMTU2IDE0LjExMzQgNS42MDE1NiAxMy43NTk5VjExLjAzOTlDNS42MDE1NiAxMC42ODY0IDUuMzE1MDIgMTAuMzk5OSA0Ljk2MTU2IDEwLjM5OTlaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik0xMy43NTg0IDEuNjAwMUgxMS4wMzg0QzEwLjY4NSAxLjYwMDEgMTAuMzk4NCAxLjg4NjY0IDEwLjM5ODQgMi4yNDAxVjQuOTYwMUMxMC4zOTg0IDUuMzEzNTYgMTAuNjg1IDUuNjAwMSAxMS4wMzg0IDUuNjAwMUgxMy43NTg0QzE0LjExMTkgNS42MDAxIDE0LjM5ODQgNS4zMTM1NiAxNC4zOTg0IDQuOTYwMVYyLjI0MDFDMTQuMzk4NCAxLjg4NjY0IDE0LjExMTkgMS42MDAxIDEzLjc1ODQgMS42MDAxWiIgZmlsbD0iI2ZmZiIvPgo8cGF0aCBkPSJNNCAxMkwxMiA0TDQgMTJaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00IDEyTDEyIDQiIHN0cm9rZT0iI2ZmZiIgc3Ryb2tlLXdpZHRoPSIxLjUiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIvPgo8L3N2Zz4K&logoColor=ffffff)](https://zread.ai/skygazer42/DL-Hub)
[![License](https://img.shields.io/badge/License-MIT-green?style=for-the-badge)](LICENSE)

<br/>

<!-- stats:hero-badges -->
**339 Lessons** · **8611 Model Zoo Registrations** · **232 Audited Zoo Sources** · **31 NumPy ML Algorithms**
<!-- /stats:hero-badges -->

<br/>

统一代码风格、统一训练脚手架、统一运行方式<br/>
让学习者真正能 **"循序渐进跑通 → 改得动 → 能验收"**

[Quick Start](#quick-start) · [Learning Tracks](#learning-tracks) · [Model Zoo](#model-zoo) · [Docs](#documentation)

</div>

## What You'll Build

<table>
<tr>
<td align="center" width="25%">
<br/>
<b>Vision</b><br/>
<sub>从 LeNet 到 ViT，<br/>791 注册 ID · 图像分类 / 检测 / 分割</sub>
</td>
<td align="center" width="25%">
<br/>
<b>NLP</b><br/>
<sub>从词嵌入到 Transformer，<br/>814 注册 ID · 分类 / NER / 阅读理解</sub>
</td>
<td align="center" width="25%">
<br/>
<b>GNN</b><br/>
<sub>从 GCN 到 PinSAGE，<br/>图分类 / 节点嵌入 / 推荐</sub>
</td>
<td align="center" width="25%">
<br/>
<b>Point Cloud</b><br/>
<sub>从 PointNet 到 PCT，<br/>64 注册 ID · 分类 / 部件分割 / 重建 / 15 种自监督</sub>
</td>
</tr>
<tr>
<td align="center" width="25%">
<br/>
<b>Generative</b><br/>
<sub>VAE / GAN / Diffusion / Flow Matching，<br/>重建 / 对抗生成 / 一步一致性 / 向量场传输</sub>
</td>
<td align="center" width="25%">
<br/>
<b>Multimodal</b><br/>
<sub>从 CLIP 到 Audio-Visual Learning，<br/>视觉问答 / 检索 / 音频文本理解 / 跨模态融合</sub>
</td>
<td align="center" width="25%">
<br/>
<b>LLM</b><br/>
<sub>Causal LM / Instruction Tuning / Prefix Tuning / Mamba，<br/>50+ 论文笔记</sub>
</td>
<td align="center" width="25%">
<br/>
<b>Federate

Excerpt of 14,168 characters

Read on GitHub

Top contributors2 shown

skygazer42
304
asizh
1

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

63/10063

Maintenance: 70%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 9%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 100%; README depth, plus a homepage and topics
Licensing: 100%; How freely the code can be adopted

What to know before adopting

No tagged releases
Bus factor of 1 — one contributor dominates
Usable in commercial products with attribution.

Details

Created: 5 years ago
Last push: 2 months ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: main
Size: 843k KB
Owner type: User
Owner location: —
Discovered via: topic:nlp
First indexed: 3 months ago
Last synced: 5 days ago

Top AI Repos — open-source AI, indexed and scored

skygazer42/DL-Hub

From the README

Top contributors2 shown

Quality score

What to know before adopting

Categories

Details

skygazer42/DL-Hub

From the README

Top contributors2 shown

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

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Quality score

What to know before adopting

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Trend

From the README

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What to know before adopting

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Details