glow | reproducing results in `` Glow : Generative Flow | Machine Learning library

 by   openai Python Version: Current License: MIT

kandi X-RAY | glow Summary

kandi X-RAY | glow Summary

glow is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Generative adversarial networks applications. glow has no vulnerabilities, it has build file available, it has a Permissive License and it has high support. However glow has 2 bugs. You can download it from GitHub.

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions". To use pretrained CelebA-HQ model, make your own manipulation vectors and run our interactive demo, check demo folder.
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            kandi-support Support

              glow has a highly active ecosystem.
              It has 3014 star(s) with 509 fork(s). There are 210 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 55 open issues and 41 have been closed. On average issues are closed in 42 days. There are 9 open pull requests and 0 closed requests.
              It has a positive sentiment in the developer community.
              The latest version of glow is current.

            kandi-Quality Quality

              OutlinedDot
              glow has 2 bugs (1 blocker, 0 critical, 1 major, 0 minor) and 56 code smells.

            kandi-Security Security

              glow has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              glow code analysis shows 0 unresolved vulnerabilities.
              There are 2 security hotspots that need review.

            kandi-License License

              glow is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              glow releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              glow saves you 1408 person hours of effort in developing the same functionality from scratch.
              It has 3148 lines of code, 187 functions and 25 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed glow and discovered the below as its top functions. This is intended to give you an instant insight into glow implemented functionality, and help decide if they suit your requirements.
            • Compute the model
            • Convert an iterable into a list of operations
            • Calculate the gradients of ys
            • A generic model
            • Train the model
            • Convert results to a dictionary
            • Write images to a file
            • Infer model
            • Encodes an image
            • Load data from keras
            • Return the path to the tfr records
            • Align the image
            • Calculate the number of training iterations
            • Create a discretized logistic
            • Given a list of images and a list of paths align them
            • Encode an image
            • Create a TensorFlow session
            • Get mix of two images
            • Generate random image
            • Dump files to disk
            • Create a separable convolutional layer
            • Dump a training image
            • Dump celery files
            • Calculate Adam 2
            • Calculate Adam Adam
            • Calculate the Adam gradient
            • Runs test
            Get all kandi verified functions for this library.

            glow Key Features

            No Key Features are available at this moment for glow.

            glow Examples and Code Snippets

            pytorch-glow,Usage,Inference
            Pythondot img1Lines of Code : 12dot img1License : Permissive (MIT)
            copy iconCopy
            Usage: python3 infer.py [OPTIONS] COMMAND [ARGS]...
            
            Options:
              --profile PATH
              --snapshot PATH
              --help           Show this message and exit.
            
            Commands:
              compute_deltaz
              interpolate
              reconstruct
              sample
              
            glow,Listen,Tube Dependencies
            Godot img2Lines of Code : 7dot img2License : Non-SPDX (NOASSERTION)
            copy iconCopy
            $ cat > glow-deps.json
            {
             "foo": ["bar"],
             "baz": ["foo", "bar"]
            }
              
            $ glow -listen -deps=glow-deps.json
              
            Hildebrand Glow (DCC) Integration,Debugging
            Pythondot img3Lines of Code : 4dot img3License : Permissive (MIT)
            copy iconCopy
            logger:
              default: warning
              logs:
                custom_components.hildebrandglow_dcc: debug
              
            three.js - LWO2 Parser
            JavaScriptdot img4Lines of Code : 302dot img4License : Permissive (MIT License)
            copy iconCopy
            class LWO2Parser {
            
            	constructor( IFFParser ) {
            
            		this.IFF = IFFParser;
            
            	}
            
            	parseBlock() {
            
            		this.IFF.debugger.offset = this.IFF.reader.offset;
            		this.IFF.debugger.closeForms();
            
            		const blockID = this.IFF.reader.getIDTag();
            		let length = this.I  
            Remove glow fades .
            javadot img5Lines of Code : 4dot img5License : Non-SPDX
            copy iconCopy
            @Override
              public void onDeactivate() {
                LOGGER.info("The item's glow fades.");
              }  

            Community Discussions

            QUESTION

            Disable overglow effect in ViewPager2
            Asked 2021-Jun-15 at 19:52

            Can not remove the glow effect on over-scroll in TabLayout with ViewPager2.

            I have tried android:overScrollMode="never" and android:fadingEdge="none" but it doesn't work.

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:09

            You're right, android:overScrollMode="never" is not disabling the over scroll effect. The respective issue created on the issue tracker: https://issuetracker.google.com/issues/134912610

            But you can try workaround, described in this answer.

            Source https://stackoverflow.com/questions/67992097

            QUESTION

            fltk: failed to resolve GlutWindow
            Asked 2021-Jun-13 at 12:27

            I'm trying to follow example of fltk application which uses openGl, but the build is not functioning:

            ...

            ANSWER

            Answered 2021-Jun-11 at 16:12

            Check your imports which are missing from that snippet. Also if you’re not enabling the enable-glwindow feature, you should, try changing your Cargo.toml to include the missing feature:

            Source https://stackoverflow.com/questions/67939982

            QUESTION

            How do I extend the range of element so as to allow onmouseout trigger later
            Asked 2021-Jun-09 at 10:55

            I have a HTML div where a mouse over will trigger a toolbar to pop up on the bottom left corner of the div. I want to add buttons to the div but I realise that the mouseout html attribute does not consider the toolbar as part of the div. As such the toolbar will be removed the moment i mouse over the toolbar. Is there any way to keep the toolbar there when i mouse over it?

            ...

            ANSWER

            Answered 2021-Jun-09 at 10:55

            mouseout fires as soon as the cursor moves from the element onto a child element.

            Use the mouseenter / mouseleave events instead.

            Source https://stackoverflow.com/questions/67902699

            QUESTION

            Multi band blending makes seams brighter and more visible
            Asked 2021-Jun-03 at 17:30

            I'm trying to stitch two pre-warped images together seamlessly using multi-band blending. I have two input images (that have already been warped) and one mask. However, when I apply MBB, the area surrounding the seams glow brighter and as a result, they become more visible which is the opposite of the objective here. I have absolutely no idea what I'm doing wrong.

            To better explain the problem, here are the images and the output:

            Target:

            Source:

            Mask:

            And once I blend the source image into the target, this is what I get:

            Here's my code for reference:

            ...

            ANSWER

            Answered 2021-Jun-03 at 17:30

            here's a C++ answer, but the algorithm is easy.

            Source https://stackoverflow.com/questions/67800302

            QUESTION

            How to make a duty cycle using 2 LEDs using arduino?
            Asked 2021-May-29 at 08:41

            I want to make a duty cycle of 2 LEDs using Arduino in tinkercad. I have 2 LEDs 1 is red and another is green. I want both the LEDs on at the same time but a glowing delay of red led is 1second and green led is 1.3second just like the graph below and having both duty cycle 50%.

            but I cant be able to do that I had tried with 2 blocks of if-else but it doesn't work due to its take if-else synchronously then I tried to calculate the graph and want to put it as a delay but it is not an easy solution

            I've learned about millis() is the solution but how would I use it? Please help me to solve this problem

            ...

            ANSWER

            Answered 2021-May-29 at 08:41

            QUESTION

            How do you do successive animations?
            Asked 2021-May-27 at 22:37

            I’m wanting to do successive animations, like one after another instead of on a loop or one at a time. What does it look like when coding that?

            Example: fade in @ 100% opacity, then fade out @ 20% opacity, then fade in 80%, then fade out 10%... so like a pulsing then at 0% change the label text and do the inverse (basically the same as the picture only every time I try and make it progressively fade out- it disrupts the whole animation)

            The gif shows it's current state, not what I've tried thus far that didnt work.

            ...

            ANSWER

            Answered 2021-May-27 at 22:37

            So I wasn't able to incorporate the label into the keyframe animation so I just set a delay to the bale changing and it took a little tweaking but here is what I came up with

            Source https://stackoverflow.com/questions/67675993

            QUESTION

            Navigation-bar width responsiveness doesn't seem to work
            Asked 2021-May-26 at 19:23

            I've been trying to set up my nav-bar for mobile devices but the navigation bar doesn't seem to act accordingly to the @media queries provided.

            ...

            ANSWER

            Answered 2021-May-26 at 19:23

            It's not a great practice to define widths in conjunction with flex-box. The problem is that it fights with flex box's ability to manage the space.

            Instead, you should use flex-basis or the flex (flex-grow, flex-shrink, flex-basis) shorthand to define sizing.

            So in your case use

            Source https://stackoverflow.com/questions/67710907

            QUESTION

            d3 Radar Chart Render Inconsistency in React
            Asked 2021-May-25 at 19:58

            My chart was rendering last night. Now, it will sometimes render fully, sometimes partially, or often not at all. I am getting no errors in the dev tools. I copied my d3 code to a simple javascript file, with only the latest d3 scripts, and it works. Any insight would be appreciated. Thanks so much in advance.

            repo if it helps: https://github.com/EvanPoe/d3-chart-to-react

            ...

            ANSWER

            Answered 2021-May-25 at 19:58

            You can run the D3 code inside your RadarChart component only when it's properly mounted:

            1. Add useRef hook and bind the ref to SVG:

            Source https://stackoverflow.com/questions/67681269

            QUESTION

            dipsose() Being called at same time as initState()
            Asked 2021-May-24 at 17:01

            I'm porting a offline Flutter game to online and the only difference in the code is that the new online code where the problem occurs has a active StreamSubscription being listened to. I can't find anything online other than 1 issue saying this is a bug.. any ideas on why dipose() is being called on the initial build?

            ...

            ANSWER

            Answered 2021-May-24 at 17:01

            The error turned out to actually be in the prior lobby screen. The host of the game would navigate to in-game screen twice instead of once causing weird dispose() behavior. Once I fixed the double navigation the issue went away.

            Source https://stackoverflow.com/questions/67675977

            QUESTION

            Adding glow to border-style dotted
            Asked 2021-May-20 at 14:54

            I have a question regarding on styling the border-style: dotted.

            What I want to achieve is adding the glow on each of the circle/dot. Is it possible or achievable? Since each time I try to add the glow effect, it will go directly towards whole edge of the div border.

            I would like to add glow effect to those tiny little dots.

            Hope anyone could enlighten me on this matter.

            Thank you!

            ...

            ANSWER

            Answered 2021-May-20 at 14:54

            You can try a drop-shadow filter:

            Source https://stackoverflow.com/questions/67622809

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

            Vulnerabilities

            No vulnerabilities reported

            Install glow

            For small scale experiments, use MNIST/CIFAR-10 (directly downloaded by train.py using keras). For larger scale experiments, the datasets used are in the Google Cloud locations https://openaipublic.azureedge.net/glow-demo/data/{dataset_name}-tfr.tar. The dataset_names are below, we mention the exact preprocessing / downsampling method for a correct comparison of likelihood. To download and extract celeb for example, run. Change hps.data_dir in train.py file to point to the above folder (or use the --data_dir flag when you run train.py). For lsun, since download can be quite big, you can instead follow the instructions in data_loaders/generate_tfr/lsun.py to generate the tfr file directly from LSUN images. church_outdoor will be the smallest category.
            imagenet-oord - 20GB. Unconditional ImageNet 32x32 and 64x64, as described in PixelRNN/RealNVP papers (we downloaded this processed version).
            lsun_realnvp - 140GB. LSUN 96x96. Random 64x64 crops taken at processing time, as described in RealNVP.
            celeba - 4GB. CelebA-HQ 256x256 dataset, as described in Progressive growing of GAN's. For 1024x1024 version (120GB), use celeba-full-tfr.tar while downloading.
            imagenet - 20GB. ImageNet 32x32 and 64x64 with class labels. Centre cropped, area downsampled.
            lsun - 700GB. LSUN 256x256. Centre cropped, area downsampled.

            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 .
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            https://github.com/openai/glow.git

          • CLI

            gh repo clone openai/glow

          • sshUrl

            git@github.com:openai/glow.git

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