https://github.com/lisaong/diec

Workshop content for Designing Intelligent Edge Computing by NUS ISS
https://github.com/lisaong/diec

dask docker eclipse-iot edge-computing iota iss kapua kura microbit mqtt nus openai-gym-environment raspberry-pi-3 reinforcement-learning swarm-intelligence tensorflow tensorflow-lite

Last synced: about 5 hours ago
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Workshop content for Designing Intelligent Edge Computing by NUS ISS

• Host: GitHub
• URL: https://github.com/lisaong/diec
• Owner: lisaong
• License: mit
• Created: 2019-03-11T06:47:05.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T05:24:51.000Z (almost 2 years ago)
• Last Synced: 2023-03-01T22:47:29.884Z (over 1 year ago)
• Topics: dask, docker, eclipse-iot, edge-computing, iota, iss, kapua, kura, microbit, mqtt, nus, openai-gym-environment, raspberry-pi-3, reinforcement-learning, swarm-intelligence, tensorflow, tensorflow-lite
• Language: Jupyter Notebook
• Homepage: https://www.iss.nus.edu.sg/executive-education/course/detail/designing-intelligent-edge-computing-SF
• Size: 20.8 MB
• Stars: 7
• Watchers: 1
• Forks: 5
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Designing Intelligent Edge Computing Workshops

- [day1](day1/README.md)

- [day2](day2/README.md)

- [day3](day3/README.md)

  - Swarm Intelligence

    - [Neural Network Optimisation](day3/swarm/pyswarms_v_tensorflow.ipynb)

    - [Job Shop Scheduling Problem](day3/swarm/README.md)

- [day4](day4/README.md)

  - Reinforcement Learning

    - [RL Path Finding](day4/rl/README.md#path-finding-with-openai-gym-on-raspberry-pi)

    - [RL Job Shop Scheduling](day4/rl/README.md#job-shop-scheduling-with-openai-gym-on-raspberry-pi)

    - [RL EasyAgents Example](day4/rl/rl_easyagents_orso.ipynb)

    - [Policy Gradients Example](day4/rl/policy_gradient_example.ipynb)