A collection of AI-centered notebooks with links to run.
Clicking the right side button will lead you to preview or run the notebooks.
- nbviewer:
- Deepnote:
- MyBinder.org:
- Azure Notebook:
- Colab:
- FloydHub:
| Repo | Preview | Run |
|---|---|---|
| A Whirlwind Tour of Python | |
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| learning Python 3 through jupyter notebooks | |
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| 自学是门艺术 李笑来 | |
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| Repo | Preview | Run |
|---|---|---|
| Computational Linear Algebra, University of San Francisco (Fast.ai) | |
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| ThinkStats2, Allen B. Downey | |
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| Repo | Preview | Run |
|---|---|---|
| 吴恩达机器学习课程笔记, 黄海广 整理 | |
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| 李航《统计学习方法》的代码实现, 黄海广 整理 | |
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| 机器学习初学者, 黄海广 | |
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| Homemade Machine Learning | |
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| Udacity's Machine Learning curriculum | |
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| Hands-on Machine Learning with Scikit-Learn and TensorFlow: | |
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| Repo | Preview | Run |
|---|---|---|
| A Code-First Intro to Natural Language Processing, USF (fast.ai) | |
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| Repo | Preview | Run |
|---|---|---|
| Best Practices on Recommendation Systems, Microsoft | |
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| Repo | Preview | Run |
|---|---|---|
| TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2) | |
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| Machine Learning with TensorFlow, | |
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| TensorFlow Tutorials | |
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| Repo | Preview | Run |
|---|---|---|
| PyTorch 中文手册 | |
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| Deep Learning V2 PyTorch, Udacity | |
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| Repo | Preview | Run |
|---|---|---|
| Jupyter notebooks for using & learning Keras | |
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| Repo | Preview | Run |
|---|---|---|
| Python notebooks with ML and deep learning examples with Azure Machine Learning, Microsoft | |
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| Deploying ML models within AWS SageMaker | |
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| Repo | Preview | Run |
|---|---|---|
| ParcticalAI: A practical approach to machine learning | |
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| AI实战-practicalAI 中文版 | |
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| 微软人工智能教育与学习共建社区 | |
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| Repo | Preview | Run |
|---|---|---|
| Python for Signal Processing | |
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| Think DSP: Digital Signal Processing in Python, by Allen B. Downey | |
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| Mining the Social Web, 3rd Edition | |
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