Init redirect dataset card for DreamMachine-AI/Dream-Machine-Dataset

README.md

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+---
+license: cc-by-nc-4.0
+language:
+  - zh
+  - en
+tags:
+  - e-commerce
+  - recommendation
+  - synthetic
+  - dream-machine
+  - jd-schema
+  - taobao-schema
+size_categories:
+  - 1K<n<10K
+task_categories:
+  - other
+pretty_name: Dream-Machine E-Commerce Synthetic Dataset
+---
+
+<div style="max-width:100%;overflow:hidden;">
+<pre style="
+  background:#0d0d0d;
+  font-family:'Courier New',Courier,monospace;
+  font-size:clamp(3.5px,0.82vw,10px);
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+  background-image:linear-gradient(
+    118deg,
+    #FF6B6B  0%,
+    #FF8C42 20%,
+    #FFCF48 40%,
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+    #FF6B6B 100%
+  );
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+██╔══██╗██╔══██╗╚══██╔══╝██╔══██╗██╔════╝██╔════╝╚══██╔══╝
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+╚═════╝ ╚═╝  ╚═╝   ╚═╝   ╚═╝  ╚═╝╚══════╝╚══════╝   ╚═╝</pre>
+</div>
+
+<div align="center">
+
+<p style="font-size:1.5em;font-weight:900;letter-spacing:0.03em;margin:0.2em 0 0.1em;">
+  ✨ Dream-Machine · E-Commerce Synthetic Dataset ✨
+</p>
+
+<p style="font-size:1.0em;font-weight:500;color:#aaa;margin:0 0 1em;">
+  1,000 Products · 1,000 Users · 5,000 Behaviors · JD / Taobao Schema · Fully Reproducible
+</p>
+
+[![Full Dataset](https://img.shields.io/badge/🤗%20Full%20Dataset-dream--machine--ai%2FDream--Machine--08--09--Dataset-FFCF48?style=for-the-badge&labelColor=555)](https://huggingface.co/datasets/dream-machine-ai/Dream-Machine-08-09-Dataset)
+[![Model](https://img.shields.io/badge/🤗%20Model-Dream--Machine--08--09-FF8C42?style=for-the-badge)](https://huggingface.co/dream-machine-ai/Dream-Machine-08-09)
+[![Space](https://img.shields.io/badge/🌟%20Space-dream--machine--ai-3b82f6?style=for-the-badge)](https://huggingface.co/spaces/dream-machine-ai/)
+[![Paper](https://img.shields.io/badge/📄%20Paper-Zenodo%2021906715-8b5cf6?style=for-the-badge)](https://doi.org/10.5281/zenodo.21906715)
+[![License](https://img.shields.io/badge/License-CC%20BY--NC%204.0-ed6c02?style=for-the-badge&logo=creativecommons&logoColor=white)](https://creativecommons.org/licenses/by-nc/4.0/)
+
+</div>
+
+---
+
+## 📌 Repository Notice
+
+> **This repository is the official DreamMachine-AI organization listing.**
+> The full dataset files and documentation are published under the
+> **[dream-machine-ai](https://huggingface.co/dream-machine-ai)** account namespace.
+
+| Resource | Location |
+|:---------|:---------|
+| 📦 **Full Dataset Card + Files** | [dream-machine-ai/Dream-Machine-08-09-Dataset](https://huggingface.co/datasets/dream-machine-ai/Dream-Machine-08-09-Dataset) |
+| 🤗 **Model** | [dream-machine-ai/Dream-Machine-08-09](https://huggingface.co/dream-machine-ai/Dream-Machine-08-09) |
+| 🌟 **Interactive Space** | [spaces/dream-machine-ai](https://huggingface.co/spaces/dream-machine-ai/) |
+| 🏢 **Organization Hub** | [DreamMachine-AI](https://huggingface.co/DreamMachine-AI) |
+| 📄 **Technical Report** | [Zenodo 10.5281/zenodo.21906715](https://doi.org/10.5281/zenodo.21906715) |
+| 💻 **Source Code** | [GitHub / Dream-Machine](https://github.com/When-Summer-Understands-Winter/Dream-Machine/) |
+
+---
+
+## ⚡ Quick Load
+
+```python
+from datasets import load_dataset
+
+# Products split
+products = load_dataset(
+    "dream-machine-ai/Dream-Machine-08-09-Dataset",
+    name="products", split="train"
+)
+
+# Users split
+users = load_dataset(
+    "dream-machine-ai/Dream-Machine-08-09-Dataset",
+    name="users", split="train"
+)
+
+# Behaviors split
+behaviors = load_dataset(
+    "dream-machine-ai/Dream-Machine-08-09-Dataset",
+    name="behaviors", split="train"
+)
+```
+
+```python
+from huggingface_hub import snapshot_download
+
+dataset_path = snapshot_download(
+    repo_id="dream-machine-ai/Dream-Machine-08-09-Dataset",
+    repo_type="dataset",
+)
+print("Dataset at:", dataset_path)
+```
+
+---
+
+## 📊 Dataset Statistics
+
+| Split | Records | Format | Description |
+|:------|--------:|:------:|:------------|
+| `products` | **1,000** | JSONL | SKU catalogue — price, brand, category, attributes |
+| `users` | **1,000** | JSONL | User profiles — demographics, interests, spending |
+| `behaviors` | **5,000** | JSONL | Click / purchase / rating events |
+
+---
+
+## ⚖️ License
+
+This dataset is licensed under the **Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0)**.
+
+| ✅ Permitted | ❌ Prohibited |
+|:---|:---|
+| Academic research & publication | Commercial products or services |
+| Personal learning & experimentation | Revenue-generating deployments |
+| Non-commercial derivative works | Sublicensing for profit |
+| Citing in papers with attribution | Any business use without written permission |
+
+> **Commercial use of any kind — including using this dataset to train models deployed in a product or service — requires explicit prior written consent from the author (Fangjun Wen).**  
+> Contact: fangjunwen168@outlook.com
+
+[![License: CC BY-NC 4.0](https://img.shields.io/badge/License-CC%20BY--NC%204.0-ed6c02?style=for-the-badge&logo=creativecommons&logoColor=white)](https://creativecommons.org/licenses/by-nc/4.0/)
+
+---
+
+<div align="center">
+
+**Paper**: [DreamMachine: A Billion-Item Neural Recommendation Sorcerer](https://doi.org/10.5281/zenodo.21906715)  
+**Author**: Fangjun Wen · DreamMachine Research Team · August 2026
+
+`// built with focus · DreamMachine Research`
+
+</div>