mkb | Knowledge Base Embedding By Cooperative Knowledge | Graph Database library
kandi X-RAY | mkb Summary
kandi X-RAY | mkb Summary
mkb is a library dedicated to knowledge graph embeddings. The purpose of this library is to provide modular tools using PyTorch.
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Top functions reviewed by kandi - BETA
- Train the model
- Given a list of triples containing negative indices return indices of indices
- Print metrics
- Given a list of triples return a dictionary of positive triples
- Distill the given sample
- Determine whether the given head and relation are available
- Calculate the distribution of the head distribution
- Calculate the distribution of a distribution
- Compute the score
- Compute the detector score
- Encoder
- Returns a list of top head heads
- Compute k - relations from head and tail nodes
- Compute the top tails entities for a given head and relation
- Compute the scores for each model
- Forward computation
- Compute sentence embeddings
- Calculate the threshold for a given model
- Maps the given embeddings
- Compute the score for a given sample
- Get the distribution for the given sample
- Calculate accuracy
- Learn the model
- Calculate the Tensor relation
- Gets the top k scores for a given dataset
- Evaluate the model
mkb Key Features
mkb Examples and Code Snippets
train = [
('🦆', 'is a', 'bird'),
('🦅', 'is a', 'bird'),
('🦆', 'lives in', '🌳'),
('🦉', 'lives in', '🌳'),
('🦅', 'lives in', '🏔'),
('🦉', 'hability', 'fly'),
('🦅', 'hability', 'fly'),
('🐌', 'is a', 'mollusc')
from mkb import compose
from mkb import losses
from mkb import evaluation
validation = evaluation.Evaluation(
true_triples = dataset.true_triples,
entities = dataset.entities,
relations = dataset.relations,
batch_size = 8,
dev
from mkb import datasets
dataset = datasets.Wn18rr(batch_size=256)
dataset
Wn18rr dataset
Batch size 256
Entities 40923
Relations 11
Shuffle True
Train triples 86834
Validatio
Community Discussions
Trending Discussions on mkb
QUESTION
I want to turn the following input:
...ANSWER
Answered 2021-Sep-02 at 18:38I would first make sure it's a multi-line string (rather than an array of strings), then use RegEx to split based on the date/time stamp, and for each multi-line bit passed trim any whitespace from a line, and join the lines together into one line. That can be done with something like this
QUESTION
Linq :
...ANSWER
Answered 2021-Mar-01 at 16:41I believe that following LINQ query would certainly help you to find the expected group by result set that you want.
QUESTION
I am trying to show multiple sets of different polylines (each set represents one cycling route with its own start and endpoint).
There are ten routes in total I am bringing in from a JSON
file. The problem is the map
is consolidating all the individual ten routes into one mammoth polyline.
So It is sort of connecting them all together (you can just make out the very straight line connecting between each route and only one startCap
and endCap
icon).
I would expect/want to see ten different startCap
and endCap
icons and spaces between each polyline set.
So how do I make the map
show each polyline route as distinct routes?
I am using flutter_polyline_points
to decode the polyline route to the google map
.
Code below and the JSON
is on the live link to make it easy to emulate if that helps.
In essence in terms of steps :
I create the google map and have one main central marker on it.
I then bring in ten routes from a
JSON
file. These are ten objects in an array called Segments. Each object has a unique id I use for thePolyLineid
and a unique polyline set of points in a string. So I bring in theJSON
and then.iterate over each object and decode the polyline string to polyline coordinates which I attempt to then add to the map as multiple PolyLines.
Also to here is the output I am seeing to bring the issue to life.
...ANSWER
Answered 2021-Feb-16 at 11:55You have to create a list of object which contains lat long. Add polylines coordinates and markers into the list. As showing in the link.
QUESTION
I have a list of sales people in three columns and I want to go down a list I have and:
a) Where their name appears in any of the three column
b) their name appears with a Trainee Sales person (these would be people whose name is not in the list)
ANSWER
Answered 2020-Sep-27 at 15:43I don't really understand the expected result to be honest since you say you expect SP2 | 1 | 0
but SP2 did not appear in line 1. the following might do what you want... or not.
QUESTION
For my problem I am experiencing today comes in the form of a string array. The goal of this assignment is to use Random with a seed value of 243 as a key to access a hidden message from 22 lines. Within these 22 lines are 5 letters that form a word. Here is 22 lines containing 60 characters in each line and the goal is to use the key to pick the 5 letters from each line.
...ANSWER
Answered 2020-Aug-02 at 19:54I was able to solve my own problem after doing a bit more research and deduction of what I could possibly be missing. Here is the solution.
QUESTION
I really didn't want to write but i am stuck! How can i extract from this page all instances of just this part:
...ANSWER
Answered 2020-May-11 at 12:31Try something along these lines:
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