complex | Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016 | Recommender System library
kandi X-RAY | complex Summary
kandi X-RAY | complex Summary
This repository contains the code of the main experiments presented in the papers:. Complex Embeddings for Simple Link Prediction, Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier and Guillaume Bouchard, ICML 2016. Knowledge Graph Completion via Complex Tensor Factorization, Théo Trouillon, Christopher R. Dance, Éric Gaussier, Johannes Welbl, Sebastian Riedel and Guillaume Bouchard, JMLR 2017.
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Top functions reviewed by kandi - BETA
- Performs grid search on all models
- Fit the optimizer
- Runs the model
- Add a res to the model
- Build training data
- Load triples from files
- Parse a single line
- Print the best scores for each relation
- Extract scores for given indices
- Print the best MRR results
- Returns a list of RGB colors
complex Key Features
complex Examples and Code Snippets
Lines of Code : 43License : Non-SPDX (Apache License 2.0)
Copydef complex(real, imag, name=None):
r"""Converts two real numbers to a complex number.
Given a tensor `real` representing the real part of a complex number, and a
tensor `imag` representing the imaginary part of a complex number, this
operat @Override
public boolean equals(Object obj) {
if (this == obj)
return true;
if (obj == null)
return false;
if (!(obj instanceof ComplexClass))
return false;
ComplexClass other = static boolean isPronic(int input_number) {
//Iterating from 0 to input_number
for(int i = 0; i <= input_number; i++) {
//Checking if product of i and (i+1) is equals input_number
if(i * (i+1) == input_number && i != input Community Discussions
Trending Discussions on complex
QUESTION
Lazy fold uses a lot of RAM. In Data.List, foldl' provides a left fold that uses strict evaluation. For example, the following computes the sum of 10 million zeros with little increase in RAM usage.
ANSWER
Answered 2022-Apr-03 at 01:58foldl' only evaluates the intermediate state to weak head normal form—i.e. up to the first constructor. That's the most a generic function can do, and what functions that are called "strict" generally do. Evaluating (x1, y1) <+> (x2, y2) until it looks like a constructor gives (x1 + x2, y1 + y2), where the parts are still unevaluated (they have been "protected" by the (,)). Through the iteration, foldl' being strict keeps the state in the form (_, _) instead of (_, _) <+> (_, _) <+> ..., but the _s grow into huge unevaluated terms of form _ + _ + _ + ....
Modify <+> to evaluate the additions before it exposes the constructor.
QUESTION
Is the time complexity of nested for, while, and if statements the same? Suppose a is given as an array of length n.
ANSWER
Answered 2022-Mar-02 at 14:43Am I right?
Yes!
The double loop:
QUESTION
I have an array of positive integers. For example:
...ANSWER
Answered 2022-Feb-27 at 22:44This problem has a fun O(n) solution.
If you draw a graph of cumulative sum vs index, then:
The average value in the subarray between any two indexes is the slope of the line between those points on the graph.
The first highest-average-prefix will end at the point that makes the highest angle from 0. The next highest-average-prefix must then have a smaller average, and it will end at the point that makes the highest angle from the first ending. Continuing to the end of the array, we find that...
These segments of highest average are exactly the segments in the upper convex hull of the cumulative sum graph.
Find these segments using the monotone chain algorithm. Since the points are already sorted, it takes O(n) time.
QUESTION
Background
I have a complex nested JSON object, which I am trying to unpack into a pandas df in a very specific way.
JSON Object
this is an extract, containing randomized data of the JSON object, which shows examples of the hierarchy (inc. children) for 1x family (i.e. 'Falconer Family'), however there is 100s of them in total and this extract just has 1x family, however the full JSON object has multiple -
ANSWER
Answered 2022-Feb-16 at 06:41I think this gets you pretty close; might just need to adjust the various name columns and drop the extra data (I kept the grouping column).
The main idea is to recursively use pd.json_normalize with pd.concat for all availalable children levels.
EDIT: Put everything into a single function and added section to collapse the name columns like the expected output.
QUESTION
I want to generate vectors with all possible combinations of vector elements where a consecutive multiple occurrences of an element is considered as single occurrence of that element.
Simple cases
For n = 2,
...ANSWER
Answered 2022-Feb-17 at 17:32Using chartr, you can do (although this might crash for larger vectors):
QUESTION
I used a function in Python/Numpy to solve a problem in combinatorial game theory.
...ANSWER
Answered 2022-Jan-19 at 09:34The original code can be re-written in the following way:
QUESTION
For the sake of example let's define a toy automaton type:
...ANSWER
Answered 2021-Dec-24 at 00:37Laziness to the rescue. We can recursively define a list of all the sub-automata, such that their transitions index into that same list:
QUESTION
When extending a class, I can easily add some new properties to it.
But what if, when I extend a base class, I want to add new properties to an object (a property which is a simple object) of the base class?
Here is an example with some code.
base class
...ANSWER
Answered 2021-Dec-07 at 15:50If you're just going to reuse a property from a superclass but treat it as a narrower type, you should probably use the declare property modifier in the subclass instead of re-declaring the field:
QUESTION
I wrote a python script that generates a xstack complex filter command. The video inputs is a mixture of several formats described here:
I have 2 commands generated, one for the xstack filter, and one for the audio mixing.
Here is the stack command: (sorry the text doesn't wrap!)
...ANSWER
Answered 2021-Dec-16 at 21:11I'm a bit confused as how FFMPEG handles diverse framerates
It doesn't, which would cause a misalignment in your case. The vast majority of filters (any which deal with multiple sources and make use of frames, essentially), including the Concatenate filter require that be the sources have the same framerate.
For the concat filter to work, the inputs have to be of the same frame dimensions (e.g., 1920⨉1080 pixels) and should have the same framerate.
(emphasis added)
The documentation also adds:
Therefore, you may at least have to add a scale or scale2ref filter before concatenating videos. A handful of other attributes have to match as well, like the stream aspect ratio. Refer to the documentation of the filter for more info.
You should convert your sources to the same framerate first.
QUESTION
I asked a question yesterday about template method overloading and resolving issues using type traits. I received some excellent answers, and they led me to a solution. And that solution led me to more reading.
I landed on a page at Fluent CPP -- https://www.fluentcpp.com/2018/05/18/make-sfinae-pretty-2-hidden-beauty-sfinae/ that was interesting, and then I listened to the Stephen Dewhurst talk that Mr. Boccara references. It was all fascinating.
I'm now trying to understand a little more. In the answers yesterday, I was given this solution:
...ANSWER
Answered 2021-Dec-14 at 16:34Vocabulary
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