Git Product home page Git Product logo

dynamo-notebooks's Introduction

dynamo-notebooks

This repo is deprecated. Please check out our more updated tutorial repos here. Also I suggest dynamo users to go through our readthedocs pages to help you get started: this includes the Introduction, 10 minutes to dynamo, API, tutorials on how to analyzing conventional scRNA-seq and tutorials on analyzing both scNT-seq, scEU-seq datasets, etc. (those tutorials are also in the updated tutorial repo)

Tutorials of Dynamo usage cases and code to reproduce the manuscript.

This is our inital release of dynamo related notebooks (as of July 9, 2019). More detailed tutorials on velocity estimation for scSLAM-seq (protein / RNA coassay) data, functional vector field reconstruction, global mapping of potential landscape will be released in a couple days.

It is brought to our attention that we didn't refer the package version we used in Figure 1. We used scvelo version 0.1.18 and velocyto 0.17.13 in our Gillespie simulation benchmark. We also note that dynamo benefits from real time information in this benchmark while the other two tools don't rely on this information. Note that now we are also releasing the full derivation of the matrix form of the moment generation functions for parameter estimation in full_derivation.pdf file.

dynamo-notebooks's People

Contributors

dummyindex avatar xiaojieqiu avatar yaz62 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  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.