xuyuji9000 / machine-learning-toolset

machine-learning-toolset

This repository is for creating the toolset for machine learning colearning

Setup environment

• Start Jupyter, get token

  ssh -i YOUR_SSH_KEY_LOCATION ubuntu@YOUR_SERVER_IP
  source ./venv/bin/activate
  jupyter notebook --no-browser --port=8888 &

• Setup remote to local jupyter connection

  # common
  ssh -i YOUR_SSH_KEY_LOCATION -f ubuntu@YOUR_SERVER_IP -L 8000:localhost:8888 -N
  
  # keep ssh alive
  autossh -i YOUR_SSH_KEY_LOCATION -M 20000  -L 8000:localhost:8888 -f ubuntu@YOUR_SERVER_IP -N

Reference

1. Install TensorFlow with pip

2. How to Install, Run, and Connect to Jupyter Notebook on a Remote Server

3. how-to-reliably-keep-an-ssh-tunnel-open

4. SSH tunnelling for fun and profit: Autossh

machine-learning-toolset's Issues

Roadmap

• Client side ssh tunneling auto recover

• Server side Jupyter auto recover