AGE | Code for the paper Adversarial Generator-Encoder Networks | Machine Learning library

 by   DmitryUlyanov Python Version: Current License: No License

kandi X-RAY | AGE Summary

kandi X-RAY | AGE Summary

AGE is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. AGE has no bugs, it has no vulnerabilities and it has low support. However AGE build file is not available. You can download it from GitHub.

It can be beneficial to switch to 256 batch size after several epochs.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              AGE has a low active ecosystem.
              It has 275 star(s) with 49 fork(s). There are 12 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 5 open issues and 1 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of AGE is current.

            kandi-Quality Quality

              AGE has 0 bugs and 17 code smells.

            kandi-Security Security

              AGE has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              AGE code analysis shows 0 unresolved vulnerabilities.
              There are 1 security hotspots that need review.

            kandi-License License

              AGE does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              AGE releases are not available. You will need to build from source code and install.
              AGE has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              AGE saves you 226 person hours of effort in developing the same functionality from scratch.
              It has 553 lines of code, 36 functions and 9 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed AGE and discovered the below as its top functions. This is intended to give you an instant insight into AGE implemented functionality, and help decide if they suit your requirements.
            • Compute the KL divergence
            • Compute the variance of x
            • Saves the training image
            • Copies the data into the x
            • Calculate distance between two points
            • Normalize x
            • Setup dataset
            • Setup TensorBoard
            • Load netE
            • Load the netG
            • Adjust the learning rate
            • Populate z
            • Populate the x from the dataloader
            Get all kandi verified functions for this library.

            AGE Key Features

            No Key Features are available at this moment for AGE.

            AGE Examples and Code Snippets

            Searches the list of people with the given name and age .
            javadot img1Lines of Code : 9dot img1License : Permissive (MIT License)
            copy iconCopy
            public static List search(List people, String name, Integer age) {
                    // Null checks for people and name
                    final Integer ageFilter = age != null ? age : 0;
            
                    return people.stream()
                            .filter(p -> p.getName().equals(  
            Compare by name and age .
            javadot img2Lines of Code : 7dot img2License : Permissive (MIT License)
            copy iconCopy
            public static int compareByNameThenAge(final Human lhs, final Human rhs) {
                    if (lhs.name.equals(rhs.name)) {
                        return Integer.compare(lhs.age, rhs.age);
                    } else {
                        return lhs.name.compareTo(rhs.name);
                    }
                  
            Convert years to the age of this person .
            javadot img3Lines of Code : 5dot img3License : Permissive (MIT License)
            copy iconCopy
            Integer yearsToRetirement() {
                    Person p = null;
                    // ... p never gets set correctly...
                    return 65 - getAge(p);
                }  

            Community Discussions

            QUESTION

            how to calculate model accuracy in rstudio for logistic regression
            Asked 2021-Jun-15 at 22:26

            How do you calculate the model accuracy in RStudio for logistic regression. The dataset is from Kaggle.

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:39

            use the package ML metrics

            Source https://stackoverflow.com/questions/67993693

            QUESTION

            How to create an object of model A out of 2 random objects of model B in Django?
            Asked 2021-Jun-15 at 21:48

            I'm trying to create an app that meets two random users in Django. my question is how to create an object Meeting out of 2 random users from my User model, I want something like a for loop so that every 2 users in my database have a meeting!

            ps: I have only one day left to submit my work I will be so thankful if u help me

            this is my code so far:

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:48

            I can't decipher what you're doing there, but:

            Source https://stackoverflow.com/questions/67993189

            QUESTION

            MongoDB search by any field
            Asked 2021-Jun-15 at 19:29

            I have been trying to make a simple API, I need to send a request that will return a list of all individuals if they meet my criteria.

            results = collection.find({'sex':'male', 'country':'usa', 'age':30})

            This would give me all males in usa who are 30.

            What I am looking for is something like

            results = collection.find({'sex':'male', 'country':'usa', 'age':ANY})

            Which should give me ALL males in usa regardless of age.

            Is this possible?

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:29

            You could find all ages greater than zero:

            Source https://stackoverflow.com/questions/67992313

            QUESTION

            Compare two JSON Files and Return the Difference
            Asked 2021-Jun-15 at 18:14

            I have found some similar questions to this. The problem is that none of those solutions work for me and some are too advanced. I'm trying to read the two JSON files and return the difference between them.

            I want to be able to return the missing object from file2 and write it into file1.

            These are both the JSON files

            ...

            ANSWER

            Answered 2021-Jun-14 at 19:20
            with open("file1.json", "r") as f1:
                file1 = json.loads(f1.read())
            with open("file2.json", "r") as f2:
                file2 = json.loads(f2.read())
            
            for item in file2:
                if item not in file1:
                    print(f"Found difference: {item}")
                    file1.append(item)
            
            print(f"New file1: {file1}")
            

            Source https://stackoverflow.com/questions/67975713

            QUESTION

            Logistic regression - create new variable using others (SAS)
            Asked 2021-Jun-15 at 16:41

            I have a small dataset based on a survey(about 80 obsv) & on which i want to perform a logistic regression using SAS.

            My survey contains some variables (named X1,X2,X3) that i want to reunite as categories of a new created variable named X4.

            The problem is that those variables X1-X3 already have categories (YES/NO/WITHOUT OPINION)

            How can i reunite them as categories of X4 but with considering the values that they have ?

            to help you understand my question :

            Y(=1/0) = X1 X2 X3

            X1-X3 each have 3 categories (YES/NO/WITHOUT OPINION)

            What i want is :

            Proc logistic data = have ; model Y = X4 and others such as age, city... but X4 can take 3 values.

            The problem isn't creating X4 based on X1-X3 but how to affect X4 the values that X1-X3 each takes ?

            (NB: i say X1-X3 but it's more)

            I do this in SAS but even a theorical explanation would be helpful !

            Thank you.

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:41

            I think that the comments are right for the most part - this probably won't help your regression.

            But - to answer how to literally do this; usually what you would do is to use powers of 2 (or 3).

            So, for typical "yes/no" where you don't care about the 3rd one, you'd assign things like this:

            Source https://stackoverflow.com/questions/67987686

            QUESTION

            How to look up data in a separate dataframe (df2) based on date in df1 falling between date range values across two columns in df2
            Asked 2021-Jun-15 at 16:38

            Situation: I have two dataframes df1 and df2, where df1 has a datetime index based on days, and df2 has two date columns 'wk start' and 'wk end' that are weekly ranges as well as one data column 'statistic' that stores data corresponding to the week range.

            What I would like to do: Add to df1 a column for 'statistic' whereby I lookup each date (on a daily basis, i.e. each row) and try to find the corresponding 'statistic' depending on the week that this date falls into.

            I believe the answer would require merging df2 into df1 but I'm lost as to how to proceed after that.

            Appreciate any help you might provide! Thanks!

            df1: (note: I skipped the rows between 2019-06-12 and 2019-06-16 to keep the example short.)

            age date 2019-06-10 20 2019-06-11 21 2019-06-17 19 2019-06-18 18

            df2:

            wk start wk end statistic 2019-06-10 2019-06-14 102 2019-06-17 2019-06-21 100 2019-06-24 2019-06-28 547 2019-07-02 2019-07-25 268

            Desired output:

            age statistic date :--- :-------- 2019-06-10 20 102 2019-06-11 21 102 2019-06-17 19 100 2019-06-18 18 100

            code for the dataframes d1 and d2

            ...

            ANSWER

            Answered 2021-Jun-15 at 09:37

            You could loop through the dataframe and subset the second dataframe as you go.

            Source https://stackoverflow.com/questions/67983367

            QUESTION

            swift set textfield input range number between 17 - 100
            Asked 2021-Jun-15 at 16:16

            so i make a form that contain a bunch of data input from the user, on of the input is age, and i want the user to only input between 17 - 100.

            after that i have this func that contain the validation of every textfield, so if the validation is correct it will make the button to enabled

            this is my validation func :

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:38

            QUESTION

            Get all results that contain the largest value in table
            Asked 2021-Jun-15 at 16:08

            Let's say I have a very simple table called test:

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:06

            You can create a subquery and use it in your where clause:

            Source https://stackoverflow.com/questions/67987209

            QUESTION

            Convert ckeditor Data to html
            Asked 2021-Jun-15 at 14:37

            I'm building a vue app where user input data that I store in mongo database. One of the form elements is a ckeditor. When the user inputs data everything works fine.
            Now the problem is when I make an API call to get the ckeditor text that user did input, I receive plein string text that I can't convert to html element.

            Here's my code

            ...

            ANSWER

            Answered 2021-Jun-15 at 14:37

            You can use the v-html directive to output real HTML:

            Source https://stackoverflow.com/questions/67984961

            QUESTION

            How to decode dictionary column when using pyarrow to read parquet files?
            Asked 2021-Jun-15 at 13:59

            I have three .snappy.parquet files stored in an s3 bucket, I tried to use pandas.read_parquet() but it only work when I specify one single parquet file, e.g: df = pandas.read_parquet("s3://bucketname/xxx.snappy.parquet"), but if I don't specify the filename df = pandas.read_parquet("s3://bucketname"), this won't work and it gave me error: Seek before start of file.

            I did a lot of reading, then I found this page

            it suggests that we can use pyarrow to read multiple parquet files, so here's what I tried:

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:59

            You have a column with a "struct type" and you want to flatten it. To do so call flatten before calling to_pandas

            Source https://stackoverflow.com/questions/67986881

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

            Vulnerabilities

            No vulnerabilities reported

            Install AGE

            You can download it from GitHub.
            You can use AGE like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/DmitryUlyanov/AGE.git

          • CLI

            gh repo clone DmitryUlyanov/AGE

          • sshUrl

            git@github.com:DmitryUlyanov/AGE.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Consider Popular Machine Learning Libraries

            tensorflow

            by tensorflow

            youtube-dl

            by ytdl-org

            models

            by tensorflow

            pytorch

            by pytorch

            keras

            by keras-team

            Try Top Libraries by DmitryUlyanov

            deep-image-prior

            by DmitryUlyanovJupyter Notebook

            Multicore-TSNE

            by DmitryUlyanovC++

            neural-style-audio-tf

            by DmitryUlyanovJupyter Notebook

            typed_print

            by DmitryUlyanovPython

            IDAO

            by DmitryUlyanovPython