All Projects → Orthogonal-Research-Lab → Neuromatch Academy

Orthogonal-Research-Lab / Neuromatch Academy

Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities

Projects that are alternatives of or similar to Neuromatch Academy

Deepeeg
Deep Learning with Tensor Flow for EEG MNE Epoch Objects
Stars: ✭ 100 (+233.33%)
Mutual labels:  jupyter-notebook, neuroscience
Ml
Machine Learning Projects and Learning Content
Stars: ✭ 134 (+346.67%)
Mutual labels:  jupyter-notebook, education
Intro To Deep Learning
A collection of materials to help you learn about deep learning
Stars: ✭ 103 (+243.33%)
Mutual labels:  jupyter-notebook, education
Rastermap
A multi-dimensional embedding algorithm
Stars: ✭ 58 (+93.33%)
Mutual labels:  jupyter-notebook, neuroscience
Awesome Python Applications
💿 Free software that works great, and also happens to be open-source Python.
Stars: ✭ 13,275 (+44150%)
Mutual labels:  jupyter-notebook, education
Ntds 2017
Material for the EPFL master course "A Network Tour of Data Science", edition 2017.
Stars: ✭ 61 (+103.33%)
Mutual labels:  jupyter-notebook, education
Analyzing neural time series
python implementations of Analyzing Neural Time Series Textbook
Stars: ✭ 117 (+290%)
Mutual labels:  jupyter-notebook, neuroscience
Minerva Training Materials
Learn advanced data science on real-life, curated problems
Stars: ✭ 37 (+23.33%)
Mutual labels:  jupyter-notebook, education
Hitchhikers Guide Machine Learning
Guide explaining and implementing fundamental machine learning algorithms in Python
Stars: ✭ 161 (+436.67%)
Mutual labels:  jupyter-notebook, education
Openedu
📚 The Open Source Education Initiative – a repository with resources for 60+ engineering subjects. Let's make education more open and accessible! 🚀✨
Stars: ✭ 156 (+420%)
Mutual labels:  jupyter-notebook, education
Data Privacy For Data Scientists
A workshop on data privacy methods for data scientists.
Stars: ✭ 53 (+76.67%)
Mutual labels:  jupyter-notebook, education
Jupyter Edu Book
Teaching and Learning with Jupyter
Stars: ✭ 325 (+983.33%)
Mutual labels:  jupyter-notebook, education
Pytorch connectomics
PyTorch Connectomics: segmentation toolbox for EM connectomics
Stars: ✭ 46 (+53.33%)
Mutual labels:  jupyter-notebook, neuroscience
Tutorials
All of the code for my Medium articles
Stars: ✭ 92 (+206.67%)
Mutual labels:  jupyter-notebook, education
Hmm for autonomous driving
🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗
Stars: ✭ 39 (+30%)
Mutual labels:  jupyter-notebook, education
Course Content
NMA Computational Neuroscience course
Stars: ✭ 2,082 (+6840%)
Mutual labels:  jupyter-notebook, neuroscience
2016learnpython
Python Teaching, Seminars for 2nd year students of School of Linguistics NRU HSE
Stars: ✭ 32 (+6.67%)
Mutual labels:  jupyter-notebook, education
Suite2p
cell detection in calcium imaging recordings
Stars: ✭ 153 (+410%)
Mutual labels:  jupyter-notebook, neuroscience
Neurotech Course
CS198-96: Intro to Neurotechnology @ UC Berkeley
Stars: ✭ 202 (+573.33%)
Mutual labels:  jupyter-notebook, neuroscience
Nlp fundamentals
📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP
Stars: ✭ 328 (+993.33%)
Mutual labels:  jupyter-notebook, education

Welcome to OREL's Neuromatch Academy Study Group Materials & Epistemological Directories!

Neuromatch Academy (NMA), July 13-31 (2020)

Join our discussion group! We will also be collaborating in groups using this repository, OREL Slack, and OREL Keybase.

This GitHub Repo is a place to explore topics and ideas surrounding the NMA course prep and content.

  • In Epistemological Directories (ED), you will find a series of topical stubs, which you can contribute to with infographics, reference lists, notes and points to revisit, or even slideshows!
  • In Student Folders, feel free to include an intro and any personal work associated with your NMA prep or ideas that may not fit into the shared Epistemic Directories section.

Contributions can be made via issues, pull requests, or submitted via e-mail.

  • Have a question or idea? Make an issue, either in general, or related to an epistemic directory.
  • Contribute to Epistemic Directories by adding resources and your own understanding to the community's shared and collaboratively generated education materials.
  • Check the Project Board for requested topics, or add your own!

You can also annotate this README using Hypothes.is (using their Chrome plug-in or bookmarklet).

For text-based pull requests, you should create .md files written in Markdown (see tutorial here for a quick tutorial).

For help on using Github for colaboration, please see this Tutorial

Please make sure that images are not copyrighted, and a code of conduct is in force (which includes rules on plagiarism).

Don't forget to go through the preparatory materials! While the curriculum does not require a high degree of knowledge in Neuroscience or Computational thinking, you should brush up on the basics.

NMA Links

  • Neuromatch Academy website: link
  • Github repository precourse and course content (run by NMA) link
  • NeuroStars discussion forum for NMA link

Need Help?

  • If you need write-access to this repo, DM Bradly in Slack or Keybase (Orthogonal Reseach and Education Lab)
  • Or DM Jesse in Slack or Keybase for assistance with any of these items or how to use GitHub
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].