https://github.com/uchuhimo/ml-and-tf-setup
https://github.com/uchuhimo/ml-and-tf-setup
Last synced: 7 months ago
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- Host: GitHub
- URL: https://github.com/uchuhimo/ml-and-tf-setup
- Owner: uchuhimo
- Created: 2018-07-21T05:53:16.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-07-22T04:10:49.000Z (about 8 years ago)
- Last Synced: 2025-02-02T15:26:42.945Z (over 1 year ago)
- Size: 886 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# README
## Python
- Choose a distribution
- Anaconda
- see [install anaconda](install-anaconda.md)
- Setup environment
- conda + jupyter
- see [setup data science environment in python](setup-data-science-environment-in-python.md)
- create a socks proxy tunnel with ssh
- see [create a socks proxy tunnel with ssh](create-a-socks-proxy-tunnel-with-ssh.md)
## Machine Learning & Deep Learning
- see [deeplearning.ai](https://www.deeplearning.ai/) (From China, please access course [here](https://163.lu/nPtn42))
- Exercises: https://zhuanlan.zhihu.com/p/33635233
- Exercises with answers: https://github.com/marsggbo/deeplearning.ai_JupyterNotebooks
## TensorFlow
- see [tensorflow introduction](tensorflow_introduction_seminar_2017.10.26.pptx)