DLF | reproducing results in Generative Model | Machine Learning library

by naturomics Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | DLF Summary

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

Code for reproducing results in "Generative Model with Dynamic Linear Flow". In our paper, we proposed Dynamic Linear Flow, a new family of exact likelihood-based methods. Our method benefits from the efficient computation of flow-based methods (RealNVP, Glow, etc.) and high density estimation performance of autoregressive methods (PixelCNN, PixelSNAIL etc.). DLF yields state-of-the-art performance in density estimation benchmarks and efficiently synthesizes high-resolution images. Additionally, DLF converges 10x faster than other flow-based models such as Glow. Read our paper for more details.

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Quality

Security

License

Reuse

Support

DLF has a low active ecosystem.

It has 65 star(s) with 12 fork(s). There are 5 watchers for this library.

It had no major release in the last 6 months.

There are 6 open issues and 1 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of DLF is current.

Quality

DLF has 0 bugs and 29 code smells.

Security

DLF has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

DLF code analysis shows 0 unresolved vulnerabilities.

There are 6 security hotspots that need review.

License

DLF does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

DLF releases are not available. You will need to build from source code and install.

DLF has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions, examples and code snippets are available.

DLF saves you 682 person hours of effort in developing the same functionality from scratch.

It has 1579 lines of code, 94 functions and 15 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed DLF and discovered the below as its top functions. This is intended to give you an instant insight into DLF implemented functionality, and help decide if they suit your requirements.

Train the model
Print the results
Get an element from the batch
Write the results to the log file
Loads training and validation sets
Load a cifar10 dataset
Load MNIST dataset
Creates a tf train Feature
Calculate Adam Algorithm
Polynomial Moving Average
Allreduce the sum of x
Mixlogistic logistic logistic
Logistic logistic function
Download and extract data from MNIST
Download and unzip the given URL
Compute the objective function
Convenience function for splitting 2d prior
Computes the mixture of mixing logistic function
Mixlogistic logistic function
Infer latent variables
Calculate Adam Adam
Create a batch of images from files
Argument parser

Get all kandi verified functions for this library.

DLF Key Features

No Key Features are available at this moment for DLF.

DLF Examples and Code Snippets

No Code Snippets are available at this moment for DLF.

Community Discussions

Trending Discussions on DLF

Filter empty arrays from object of arrays in JS

Plotting a interactive plot using dropdown and matplotlib

create dataframe for each value in a list

get content of a text file on internet, flutter

How to use map function on a json response in javascript?

Create a dataframe from HTML Tags

Scraping text from a header and Class tag

Scraping Site Data with out Selenium

How to parse a string data from array inside JSON another array in Swift 4

VBA Loop through multiple httprequest and store data in excel 2010

QUESTION

Filter empty arrays from object of arrays in JS

Asked 2021-May-10 at 16:46

I have an array of objects

...

ANSWER

Answered 2021-May-10 at 16:45

You could take

filtering for arrays
filtering for objects

and get only the properties with values unequal to ''.

Source https://stackoverflow.com/questions/67474011

QUESTION

Plotting a interactive plot using dropdown and matplotlib

Asked 2021-Jan-19 at 22:35

Consider the excel file as given:

I want to plot an interactive line plot using the Normalize_Nifty Values for a particular date based on a particular symbol. For this I am using the ipywidgets. I have successfully created a dropdown containing a list of Symbol. Here is the code for the same:

...

ANSWER

Answered 2021-Jan-05 at 03:59

While I was not able to accomplish my task using matplotlib I came across a tutorial for plotly and dash while searching for the answer. There is one such wonderful tutorial here:

Plotly Line Graph Tutorial

Source https://stackoverflow.com/questions/65528763

QUESTION

create dataframe for each value in a list

Asked 2020-Dec-10 at 12:30

I am writing a code for downloading the historical data for multiple stocks. The code is as given:

...

ANSWER

Answered 2020-Dec-10 at 12:30

You would better create a dictionary with stocks as keys. See below:

Source https://stackoverflow.com/questions/65234506

QUESTION

get content of a text file on internet, flutter

Asked 2020-Oct-10 at 10:21

when i read the content of a text file that exist on an url on the internet , it's work just inside the function.

this is my function

...

ANSWER

Answered 2020-Oct-10 at 07:52

try this,

Source https://stackoverflow.com/questions/64290967

QUESTION

How to use map function on a json response in javascript?

Asked 2020-Aug-28 at 20:42

I am using zomato API to find a random restaurant within an area. This is the API call.

...

ANSWER

Answered 2020-Aug-28 at 20:42

The results[no] that you're showing indeed has no property called restaurants. You have an array called results, and you're selecting a single element from that array. When you have a single element, there's nothing to "map".

Instead, just return the fields you want from that element:

Source https://stackoverflow.com/questions/63640497

QUESTION

Create a dataframe from HTML Tags

Asked 2020-May-03 at 10:04

I tried to get this done individually as links then as dates but I had issues with dataframe counts not matching anr tring to figure out how to merge the 2 list. I decided to Extract both the link and the date at the same time but now I can't get any results.

My dataframe should just have the link and the report Year-Month

Here is a sample of the html

...

ANSWER

Answered 2020-May-02 at 11:11

I'd go with BeautifulSoup here. It's pretty easy library to work with to parse html. Then it's just a matter of grabbing the tags that have a href (specifically the the "Enrollment-by-Contract" links). Then just get the next tag from those elements for the text in the next table cell.

Source https://stackoverflow.com/questions/61551813

QUESTION

Scraping text from a header and Class tag

Asked 2020-May-01 at 15:19

The code below errors out when trying to execute this line "RptTime = TimeTable[0].xpath('//text()')" Not sure why I see TimeTable has a value in my variable window, but the HtmlElement "TimeTable[0]" has no value and the "content.cssselect" at time of assignment returns value. Why then would I get an error "list index out of range". This tells me that the element is empty. I am trying to get the Year Month value in that field.

...

ANSWER

Answered 2020-May-01 at 13:33

Look carefully at your last line. df = df.append(df1). Your explanation and code is quite unclear due to indenting and error traceback however this is obviously not what you intended.

df.append(df1) is a procedure rather than strictly a function, it does not return anything. You simply write the line and it does its magic similar to print("hi") rather than this_is_wrong = print("hi").

What would end up happening is you overwrite df will null which should be causing some major errors if you ever use that variable again. However, this is not the cause of your problem I thought it my duty to tell you anyway.

Could you please tell us exactly what is returned by the css... function. Although you said it returned something you only store the [0] index of the return value. Meaning that if it is ["","something"] hypothetically, the value stored would be null.

It is quite likely that the problem you are having is that you indexed [0] twice, when you probably only meant to do it once.

Source https://stackoverflow.com/questions/61543244

QUESTION

Scraping Site Data with out Selenium

Asked 2020-Apr-30 at 17:58

Currently I am trying to pull CMS historical data from there site. I have got some working code to pull the download links from the page. My problem is that the links are divided into pages. I need to iterate through all the available pages and extract the download links. The obvious choice here is to use Selenium to click next pages and get data. Due to company policy i can not run selenium in the environment. Is there a way I can got through the pages and extract link. The website does not show the post link once you try to go to next page. I am out of ideas to try and get to next page without post link or not using selenium.

Current working code to pull links from first page

...

ANSWER

Answered 2020-Apr-30 at 17:58

These are the two urls that will give you the total 166 entries. I have also changed the condition for capturing hrefs. Give this a try.

Source https://stackoverflow.com/questions/61527924

QUESTION

How to parse a string data from array inside JSON another array in Swift 4

Asked 2020-Apr-30 at 11:07

I have to show string data into a tableView.

...

ANSWER

Answered 2020-Apr-30 at 10:41

If you want to flatten the array then compactMap is the wrong API.

Use reduce

Source https://stackoverflow.com/questions/61520808

QUESTION

VBA Loop through multiple httprequest and store data in excel 2010

Asked 2020-Feb-12 at 16:41

I have 5 excels which i use with winhttprequest to get data in excel.I would like to put all the requests in one vba script and then loop through them and store the data in just one sheet one quote after another.

Also the header doesnt get stored as the first column but there are two rows which are left blank for them.What am i not getting?

I cant use IE objects as i have to use request headers as well and it took too long to build even this mechanism.

Below is my code:

...

ANSWER

Answered 2018-Dec-09 at 12:54

Try the following:

Source https://stackoverflow.com/questions/53691513

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

Vulnerabilities

No vulnerabilities reported

Install DLF

Clone this repo or click the Download ZIP button on upper right corner. All datasets are saved to folder data/{dataset_name} as default. If your datasets are saved at a different folder, please specify it via --data_dir command line or change the default value in main.py file to point to the right folder. If you are interested, see the scripts here to learn how these tfrecord files were generated.
Install requirements
Clone this repo or click the Download ZIP button on upper right corner
Download Datasets
MNIST and CIFAR10 will be directly downloaded by the code.
The preprocessed and downsampled ImageNet dataset can be downloaded from https://storage.googleapis.com/glow-demo/data/imagenet-oord-tfr.tar, 32x32 and 64x64 version included. Extract and move files to the corresponding folder (r05 in the filename refers to resolution 2**5=32):
The preprocessed CelebA 256x256 is from https://storage.googleapis.com/glow-demo/data/celeba-tfr.tar. Extract it to folder data/celeba, for example:

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: