Git Product home page Git Product logo

Comments (2)

blythed avatar blythed commented on June 20, 2024

Solution for multiple inputs and models - create a routing model node:

import dataclasses as dc
import typing as t
from superduperdb.components.model import _Predictor, objectmodel

db = ...
coll = ...


@objectmodel
def f(a, b, c=2):
    ...


# Data in database looks like this:
{'txt': 'sdsds', 'brand': '12324hd'}
{'txt': 'sdsd1s', 'brand': '212324hd'}



f.predict_in_db(X={'txt': 'b', 'brand': 'a', 'bla': 'c'}, db=db, select=coll.find())
f.predict_in_db(X=(
        ['brand', 'txt'],
        {'other': 'c'}
    ),
    db=db, select=coll.find()
)


# Question, if we have a GraphModel what are the input parameters?
# If we have 1 input node, it's easy, same as input node
# If multiple input nodes ... ?

@dc.dataclass
class InputNode(_Predictor):
    inputs: t.List[str]
    signature: ...

    @property
    def inputs(self):
        ...

    def predict_one(self, *args, **kwargs) -> int:
        return ...


with Graph.create() as g:
    ...

from superduperdb.

blythed avatar blythed commented on June 20, 2024

Suggestion: create a GraphModel and then do G.listen(db=db, select=coll.find())

from superduperdb.

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.