https://github.com/neuromatchacademy/course-content-dl

NMA deep learning course
https://github.com/neuromatchacademy/course-content-dl

continual-learning convolutional-neural-networks deep-learning recurrent-neural-networks reinforcement-learning-algorithms transformers

Last synced: 4 days ago
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NMA deep learning course

• Host: GitHub
• URL: https://github.com/neuromatchacademy/course-content-dl
• Owner: NeuromatchAcademy
• License: cc-by-4.0
• Created: 2021-04-12T20:19:44.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-08-15T18:47:54.000Z (3 months ago)
• Last Synced: 2024-08-15T20:44:22.570Z (3 months ago)
• Topics: continual-learning, convolutional-neural-networks, deep-learning, recurrent-neural-networks, reinforcement-learning-algorithms, transformers
• Language: Jupyter Notebook
• Homepage: https://deeplearning.neuromatch.io/
• Size: 425 MB
• Stars: 739
• Watchers: 27
• Forks: 267
• Open Issues: 6
• Metadata Files:
  • Readme: README.md
  • Contributing: .github/contributing.md
  • License: LICENSE-CODE.md

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README

        
# Neuromatch Academy Deep Learning (NMA-DL) syllabus

[![All Contributors](https://img.shields.io/badge/all_contributors-3-orange.svg?style=flat-square)](#contributors-)

*July 10-28, 2023*

**Objectives**: Gain hands-on, code-first experience with deep learning theories, models, and skills that are useful for applications and for advancing science. We focus on how to decide which problems can be tackled with deep learning, how to determine what model is best, how to best implement a model, how to visualize / justify findings, and how neuroscience can inspire deep learning. And throughout we emphasize the ethical use of DL. 

Please check out [expected prerequisites here](https://github.com/NeuromatchAcademy/precourse/blob/main/prereqs/DeepLearning.md)!

The content should primarily be accessed from our ebook: https://deeplearning.neuromatch.io/ [under continuous development]

Schedule for 2023: https://github.com/NeuromatchAcademy/course-content-dl/blob/main/tutorials/Schedule/daily_schedules.md

----

# Licensing

[![CC BY 4.0][cc-by-image]][cc-by]

[![CC BY 4.0][cc-by-shield]][cc-by] [![BSD-3][bsd-3-shield]][bsd-3]

The contents of this repository are shared under under a [Creative Commons Attribution 4.0 International License][cc-by].

Software elements are additionally licensed under the [BSD (3-Clause) License][bsd-3].

Derivative works may use the license that is more appropriate to the relevant context.

[cc-by]: http://creativecommons.org/licenses/by/4.0/

[cc-by-image]: https://i.creativecommons.org/l/by/4.0/88x31.png

[cc-by-shield]: https://img.shields.io/badge/License-CC%20BY%204.0-lightgrey.svg

[bsd-3]: https://opensource.org/licenses/BSD-3-Clause

[bsd-3-shield]: https://camo.githubusercontent.com/9b9ea65d95c9ef878afa1987df65731d47681336/68747470733a2f2f696d672e736869656c64732e696f2f707970692f6c2f736561626f726e2e737667

## Contributors ✨

Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):

  

    

      
Spiros Chavlis
💻 ⚠️ 🚇

      
Ella Batty
💻 ⚠️ 🚇

      
Zoltan
💻 ⚠️ 🚇

    

  

This project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!