ADVENT | Adversarial Entropy Minimization for Domain Adaptation | Machine Learning library

 by   valeoai Python Version: v0.1 License: Non-SPDX

kandi X-RAY | ADVENT Summary

kandi X-RAY | ADVENT Summary

ADVENT is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. ADVENT has no bugs, it has no vulnerabilities, it has build file available and it has low support. However ADVENT has a Non-SPDX License. You can download it from GitHub.

Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation
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            kandi-support Support

              ADVENT has a low active ecosystem.
              It has 344 star(s) with 75 fork(s). There are 11 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 13 open issues and 16 have been closed. On average issues are closed in 7 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of ADVENT is v0.1

            kandi-Quality Quality

              ADVENT has 0 bugs and 0 code smells.

            kandi-Security Security

              ADVENT has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              ADVENT code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              ADVENT has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              ADVENT releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ADVENT and discovered the below as its top functions. This is intended to give you an instant insight into ADVENT implemented functionality, and help decide if they suit your requirements.
            • Evaluate domain adaptation
            • Evaluate the best fit for a set of models
            • Prints stats for each class
            • Loads checkpoint from checkpoint
            • Train domain adaptation
            • Returns a generator of 5x layer parameters
            • Generator that returns all parameters that are not scaling
            • Train the ADNN model
            • Load configuration from file
            • Recursively merge config into b
            • Argument parser
            • Dump Python object to file
            Get all kandi verified functions for this library.

            ADVENT Key Features

            No Key Features are available at this moment for ADVENT.

            ADVENT Examples and Code Snippets

            No Code Snippets are available at this moment for ADVENT.

            Community Discussions

            QUESTION

            How to identify unique combinations of pairs in Excel?
            Asked 2021-Apr-26 at 11:13

            My goal is to get a two-column array of all the possible unique pairs of N items (so N*(N-1)/2 pairs).

            I have done this in the past using extra calculation columns, but with the advent of LET() I was wondering if I can get a single function call.

            This is my example data:

            ...

            ANSWER

            Answered 2021-Apr-26 at 11:13

            In the end I came up with this, which is a little unwieldy but does the job:

            Source https://stackoverflow.com/questions/67263880

            QUESTION

            Golang: how to send signal and stop sending values to a goroutine
            Asked 2021-Mar-20 at 10:57

            I am new to go and I am trying to learn some basic use of signal functions in goroutines. I have an infinite for loop in go. Through this for loop, I pass values to a goroutine through a channel. I also have a threshold value after which I will like to stop sending values indefinitely to the goroutine (i.e. close the channel). When the threshold value is reached, I will like to break the for loop. Following is what I have tried so far.

            In this particular example, thresholdValue = 10 and I would like to print values from 0 , ..., 9 and then stop.

            I followed this post on medium and this post on stackoverflow. I picked elements from these posts which I could use.

            This is what I have done at the present. In the main function of my code, I purposefully make the for loop an infinite loop. My main intention is to learn how to have the goroutine readValues() take the threshold value and then stop transmission of values indefinitely in the channel.

            ...

            ANSWER

            Answered 2021-Mar-20 at 10:57

            to show good faith, this is the program rewritten.

            Source https://stackoverflow.com/questions/66720270

            QUESTION

            Rust error expected type `()` found type `(i32, i32)`
            Asked 2021-Feb-21 at 12:57

            Pretty new to Rust, decided to brush up using the Advent of Code 2020 Day 1 Puzzle. I'm using the following function:

            ...

            ANSWER

            Answered 2021-Jan-18 at 21:19

            You can omit the return keyword only if the returned value is the last expression in the function block, otherwise you need to explicitly use return. Adding return to your example fixes that particular error but a bunch of new ones come up in its place. This is how I'd write the function:

            Source https://stackoverflow.com/questions/65782077

            QUESTION

            Process a changing list using a higher-order function in Clojure
            Asked 2020-Dec-27 at 02:23

            Is there any way to process a changing list using higher-order functions in Clojure and not using explicit recursion? For example, consider the following problem (that I made up to illustrate what I have in mind):

            Problem: Given a list of unique integers of unknown order. Write a that produces an output list as follows:

            1. For any even integer, keep the same relative position in the output list.
            2. For any odd integer, multiply by ten, and put the new number at a new place: at the back of the original list.

            So for example, from original vector [1 2 3 4 5], we get: [2 4 10 30 50]

            I know how to solve this using explicit recursion. For example:

            ...

            ANSWER

            Answered 2020-Dec-27 at 02:23

            This is much easier to do without recursion than with it! Since you only care about the order of evens relative to other evens, and likewise for odds, you can start by splitting the list in two. Then, map the right function over each, and simply concatenate the results.

            Source https://stackoverflow.com/questions/65462115

            QUESTION

            Why does my code produces a different solution than the official solution?
            Asked 2020-Dec-22 at 19:52

            I'm trying to solve a puzzle of 'Advent of code', which entails finding out how many passwords are valid of a list of passwords and their policicy.

            But my code returns always 627 instead 474, which is the official solution to my puzzle input.

            Can someone explain what could be wrong?

            The puzzle: AdventOfCode_2020_Day2

            My puzzle input: GoogleDrive_PuzzleInput

            ...

            ANSWER

            Answered 2020-Dec-22 at 19:40

            Your nested loop condition is bad - your algorithm will never count more than the policy’s max value

            Source https://stackoverflow.com/questions/65414212

            QUESTION

            Generative iterator that gives out references to itself
            Asked 2020-Dec-17 at 20:55

            For Advent of Code Day 17 (problem statement isn't super important), what I want to do is have a type:

            ...

            ANSWER

            Answered 2020-Dec-17 at 20:49

            As mentioned in the comments, the issue is that you cannot return a reference to something while subsequently wanting to mutate it. Because that something is still being "borrowed" and referenced elsewhere.

            If that was possible, then suppose you collect()ed everything into a Vec<&Cubes>, then if that resulted in a Vec<&Cubes> with 3 items. Then given that it's 3 references to the same instance, then all 3 items would have the same state as the last item.

            In short you'd not end up with x, f(x), f(f(x)) as you want, but instead f(f(x)), f(f(x)), f(f(x))

            Since you want less cloning, then it sounds more like you just want an fn next_state(&mut self) method. Then you could iterate and call cubes.next_state() which would update cubes to its next state, while no needless cloning would occur.

            Source https://stackoverflow.com/questions/65347370

            QUESTION

            gcc -O2 creates an endless loop, probably because of undefined behaviour
            Asked 2020-Dec-16 at 14:23

            I wrote this C code to solve Advent of Code 13 2020. I know, it's probably not viable trying to solve it via brute force, but the program gives the correct answer for the example input.

            If I try to let gcc optimize the code, it gives the correct result with -O1, but creates an endless loop with -O2. After all the research my conclusion is that there is undefined behavior in my code, I guess it has to do with the probability that "found" may never be higher than 0 and so "time" would overflow.

            Here is the question: Does anybody know how to patch that undefined behavior?

            "-Wall -Wextra -pedantic" don't even issue a warning or something.

            I just can't find a solution. If I, for example, change the head of the while loop to (!found && time < 10000000000), so that no overflow can occur, it just breaks the loop right away with a time value of 10000000003 when compiled with -O2, but still gives the right result with -O1.

            Here is the code, the correct result would be "1068781":

            ...

            ANSWER

            Answered 2020-Dec-16 at 14:12

            I do not understand the code and not indent to, but the loop is strange. Anyway:

            "-Wall -Wextra -pedantic" don't even issue a warning or something.

            And there are also other ways to detect UB! Compiling your code with some more -fsanitize=* options results with:

            Source https://stackoverflow.com/questions/65324608

            QUESTION

            Implementing Chinese Remainder Theorem in JavaScript
            Asked 2020-Dec-13 at 13:07

            I have been trying to solve Advent of Code 2020 day 13 part 2 task. I found a lot of hints talking about something called Chinese Remainder Theorem. I have tried some implementations following npm's nodejs-chinesse-remainders but this implementation since to be quite old (2014) and also requires extra libraries for Big Int cases.

            How could I implement the modular multiplicative inverse ? How could I refactor the CRT algorithm define in the npm module for which I provided a link?

            ...

            ANSWER

            Answered 2020-Dec-13 at 13:07

            As a self response and with the purpose of make a wiki to find this solution for those who in the future need a CRT implementation in javascript/typescript:

            First think is to implement Modular Multiplicative Inverse, for this task what we try to find is an x such that: a*x % modulus = 1

            Source https://stackoverflow.com/questions/65275951

            QUESTION

            Why is my recursive function returning undefined?
            Asked 2020-Dec-12 at 19:51

            I am working through day 7 of the Advent of Code and am stuck on why my code is returning undefined when the base case in findNestedBags hits the first condition (data[key].includes(color)). It returns 0 when the second case is true so I am confused why one works and the other doesn't.

            The objective is to figure out how many different bags will lead to a bag that contains a 'shiny gold' bag. If a certain colored bag contains a shiny gold bag as an option (found in the value of key/value pair), it's an option. Alternatively, if one of the bags in list then has shiny gold as an option in its key/value pair, that can count as well...

            This is a sample of the data structure as found in the variable data, just with many more rows:

            ...

            ANSWER

            Answered 2020-Dec-12 at 19:48

            forEach does not return a value. If you want to sum all the results, you can use Array#reduce. In addition, you can set the accumulator's initial value to 0 by passing in a second argument, so you can remove the check for the array's length being 0.

            Source https://stackoverflow.com/questions/65269066

            QUESTION

            Unexpected slowdown on Advent of Code 2015, day 7
            Asked 2020-Dec-12 at 00:36

            I'm solving the 2015 version of Advent of Code and got, at day 7, an unexpected behavior that perhaps someone can help me understand.

            The problem asks to compute the values (unsigned 16-bit) that a network of wires produce, like,

            ...

            ANSWER

            Answered 2020-Dec-12 at 00:36

            Each node with the same values could be evaluated many times, as there is no memoization. For example, I see that the "e OR f" is run over a million times.

            Source https://stackoverflow.com/questions/65259130

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install ADVENT

            With this, you can edit the ADVENT code on the fly and import function and classes of ADVENT in other project as well. You can take a look at the Dockerfile if you are uncertain about steps to install this project.
            Clone the repo:
            Install OpenCV if you don't already have it:
            Install this repository and the dependencies using pip:
            Optional. To uninstall this package, run:

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            https://github.com/valeoai/ADVENT.git

          • CLI

            gh repo clone valeoai/ADVENT

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            git@github.com:valeoai/ADVENT.git

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