Code Monkey home page Code Monkey logo

fluid's People

Contributors

adityakusupati avatar keivanalizadeh avatar mattwallingford avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

fluid's Issues

Questions About Training, Stream ordering, and Labels

Hi,

Thanks for open sourcing your code! I really enjoyed going through your paper. I have a few questions I was hoping you could answer.

  1. In the paper you mention that
    For all experiments that require training, ..., we train each model for 4 epochs every 5,000 samples that are received.
    If I understand correctly, this means methods like Standard Training and Finetuning will stop and train 90k / 5k = 18 times during the sequential phase ? And other methods like Prototype Finetuning are updated on-the-fly without any offline training ?
  2. Could you give a little more info on how the samples in the stream are ordered ? Are the samples ordered in any way (e.g. all samples from class 1 are showed before moving on two class 2) or is it possible (although super unlikely but still) that the first 1K samples contain all 1K classes ?
  3. Finally, you mention in the readme that there exists a file called overview.md which lays out the code structure ? Could you link me to the file (as I could not find it) ?

Again, thanks for sharing your code!

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.