GithubHelp home page GithubHelp logo

fabiansinz / experanto Goto Github PK

View Code? Open in Web Editor NEW

This project forked from sensorium-competition/experanto

1.0 0.0 0.0 1.02 MB

Python package to interpolate recordings and stimuli of neuroscience experiments

License: MIT License

Dockerfile 0.87% Python 99.13%

experanto's Introduction

Experanto

Python package to interpolate recordings and stimuli of neuroscience experiments

Use specification

  • Instantiation
dat = Experiment('dataset-folder', discretization=30) # 30Hz
  • Single frame or sequence access
item = dat[10]
sequence = dat[10:100]

Data Folder Structure

Do we want 0001 blocks in eye_tracker/running_wheel/responses?

dataset-folder/

  screen/
    0001/ # this could be a block of images
      meta.yaml #what type of interpolator should be used for which block / which data type each block is
      timestamps.npz
      meta/
        condition_hash.npy
        trial_idx.npy
      data/
        img01.png
        img02.png
        ...
    0002/ # this could be a block of videos
      ...
    0003/ # this could be a abother block of images 
      ...
  eye_tracker/
    meta.yaml
    timestamps.npz
  running_wheel/
    meta.yaml
    timestamps.npz
  multiunit/
    meta.yaml
    timestamps.npz
  poses/
    meta.yaml
    timestamps.npz

Example for meta.yaml

modality: images

experanto's People

Contributors

aecker avatar fabiansinz avatar pollytur avatar konstantinwilleke avatar

Stargazers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.