Giter Site home page Giter Site logo

Add `similartiy` utility. about embetter HOT 1 CLOSED

koaning avatar koaning commented on August 10, 2024
Add `similartiy` utility.

from embetter.

Comments (1)

koaning avatar koaning commented on August 10, 2024

Then the Prodigy recipe might use something like:

from prodigy.sorters import ExpMovingAverage, prefer_low_scores

def make_scored_stream(stream, anchors):
    for batch in batched(stream):
        batch_text = [b['text'] for b in batch]
        distances = calc_distance(batch_text, anchors, pipeline)
        for score, ex in zip(distances, batch):
            yield score, ex

def sorted_stream(stream):
    return prefer_low_scores(ExpMovingAverage(stream))

Worth rethinking though. Something about recalculating the anchors feels a bit wasteful.

from embetter.

Related Issues (20)

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.