selfies | Robust representation of semantically constrained graphs | Machine Learning library
kandi X-RAY | selfies Summary
kandi X-RAY | selfies Summary
Self-Referencing Embedded Strings (SELFIES): A 100% robust molecular string representation Mario Krenn, Florian Haese, AkshatKumar Nigam, Pascal Friederich, Alan Aspuru-Guzik Machine Learning: Science and Technology 1, 045024 (2020), extensive blog post January 2021. Talk on youtube about SELFIES. Major contributors since v1.0.0: Alston Lo and Seyone Chithrananda Chemistry Advisor: Robert Pollice. A main objective is to use SELFIES as direct input into machine learning models, in particular in generative models, for the generation of molecular graphs which are syntactically and semantically valid.
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Top functions reviewed by kandi - BETA
- Train the model
- Compute the loss of the loss function
- Compute the quality of the reconrelation quality
- Checks if a given SMILES is correct
- Calculates the quality of a given latent dimension
- Train thegan network
- Convert a list of smiles to a canonical form
- Generate a random variable
- Displays the status of the optimizer
- Build update table
- Convert smiles to one - hot matrix
- Generate a set of all symbols from self
- Translates SMILES to SELF
- Converts a list of objects to a single hot list
- Reshape a flat_batch_batch_batch_batch_batch
- Set semantic constraints
- Build ring cache
- Load sample data
- Check if all converters have been converted
- Return the size of a single hot
- Build the atom cache
- Compute the encoder
- Computes the mean and log - variance of x
- Checks if the given SMILES is correct
- Convert a list of smiles to one hot list
- Converts a list of objects to a hot list
- Encodes a SMILES file
selfies Key Features
selfies Examples and Code Snippets
Community Discussions
Trending Discussions on selfies
QUESTION
Well my target is to make a multiplaying 3D environment where the persons are represented by cubes that have as textures their selfie without the background. It is a kind of cheap virtual production without chroma key background. The background is removed with MediaPipe Selfie-Segmentation. The issue is that instead of having the other player texture on the cube (P1 should see P2, and P2 should see P1, each one sees his selfie. This means that P1 sees P1 and P2 sees P2 which is bad.
Live demo: https://vrodos-multiplaying.iti.gr/plain_aframe_mediapipe_testbed.html
Instructions: You should use two machines to test it Desktops, Laptops or Mobiles. Use only Chrome as Mediapipe is not working at other browsers. In case webpage jams, reload the webpage (Mediapipe is sometimes sticky). At least two machines should load the webpage in order to start the multiplaying environment.
Code:
...ANSWER
Answered 2021-Sep-15 at 07:47Well, I found it. The problem was that a MediaStream can have many video tracks. See my answer here:
https://github.com/networked-aframe/networked-aframe/issues/269
Unfortunately networked-aframe EasyRtcAdapter does not support many MediaStreams, but it is easy to add another video track and then get videotrack[1] instead of videotrack[0]. I should make a special EasyRtcAdapter to avoid having two video tracks and avoid overstressing bandwidth.
QUESTION
Guys My Code is working absolutely Fine But i am facing issue that whenever i try to fetch images through URL. It takes too much time to load. Is there anyway to minimize the loading time of the Image. Loading time is more then expected. I have tried by reducing the image quality it works but image is destorted. Help me in order to minimize the loading time.
Here is my full code for fetching the image and data.
...ANSWER
Answered 2021-Aug-11 at 05:45You can use this package to store images in cache: https://pub.dev/packages/cached_network_image
Make sure your server is fast where images are uploaded
QUESTION
I'm using Typescript and creating a form validation library with chained methods, but I'm stuck trying to reuse functions because of the this return, I will exemplify in a simpler way:
ANSWER
Answered 2021-May-18 at 08:52This is an example of the pattern known as Mixins and is developed in typescript as Decorators
The basic idea is to join two classes together to provide functionality similar to classical inheritance. It starts off with simple copying of object properties - but could be developed into functions that use closures to provide mixins at various levels.
Here is a proof of concept:
QUESTION
I have the following code where I fetch an image from firebase storage as an Image. Now, I want to store this image in my CachedNetworkImage so that I don't have to fetch it every time from the DB. Since the cachednetworkimage expects a URL and I am fetching an Image, how do I use the cachednetworkimage?
Here's my code;
...ANSWER
Answered 2021-Mar-05 at 07:12Check out cached_network_image: ^2.5.0 package.
How to use it?
QUESTION
I have a Provider which changes my UI if the value isLiked is true or false. The function works fine but I noticed that every time I restart the app the UI returns to its original state. How can I save its state so it doesn't restart when I kill the app?
here is my class:
...ANSWER
Answered 2021-Feb-20 at 05:39final provider = Provider.of(context, listen:false);
QUESTION
strings = [
r"C:\Photos\Selfies\1|",
r"C:\HDPhotos\Landscapes\2|",
r"C:\Filters\Pics\12345678|",
r"C:\Filters\Pics2\00000000|",
r"C:\Filters\Pics2\00000000|XAV7"
]
for string in strings:
matchptrn = re.match(r"(?P.*)(?!\d{8})", string)
if matchptrn:
print("FILE PATH = "+matchptrn.group('file_path'))
ANSWER
Answered 2020-Dec-06 at 18:34You can use
QUESTION
I found this sidebar code snippet, how do I change it so that the sidebar stacks on top on small screens and have a fixed width or max width on large screens. I have tried limiting the aside element with max-width but it is not working.
...ANSWER
Answered 2020-Oct-20 at 15:03QUESTION
I am a beginner into the ROR and I am making a project on ROR. The server is working perfectly but doesn't know it stops working from yesterday.
When I am starting the server it is starting normally but if I access it in the browser by http://localhost:3000 the server stops working. If I again want to start it with rails s it shows that the port is used by some other process. When I run this again, the server is started but again it is not able to load the index file for me.
Running the server by rails s command:
ANSWER
Answered 2020-Jun-03 at 16:12The behavior you describe apears to be consistent with an issue described for the ruby-installer for Windows. The proposed solution is to
Please try using "Command Prompt with Ruby and Rails" instead of Git Bash
It apears that on Windows, you neded to make sure to use the correct command prompt to correctly load the Ruby environment.
If this doesn't work, a different solution might be to use the Windows Subsystem for Linux on Windows 10 for your Rails app (which might also be deployed on Linux in the end).
QUESTION
I've started playing around with macOS development for the first time. I'm trying to query the list of Smart Albums I've created in the macOS Photos app. As you can see in this screenshot, I've defined 18 Smart Albums and 1 regular Album.
However, when I fetch the Smart Album PHAssetCollections I do not see the Smart Albums I've defined. Here is the code I'm using to fetch a total photo count, the Smart Albums, and then normal Albums:
ANSWER
Answered 2020-May-27 at 08:09TL;DR - It's not possible.
- built-in smart album = Selfies, Panoramas, Screenshots, ...
- smart album = custom smart album created on a Mac
Apple introduced the Photos app (iPhoto successor) quite a long time ago. And it was, still is, fairly limited if you're an advanced user requiring smart albums, keywords, ... Open the Photos app on your phone - there're no smart albums. Visit iCloud Photos - there're no smart albums. They're not synced1.
When you check the smartAlbum documentation, it says:
The Photos app displays built-in smart albums to group certain kinds of related assets.
I don't know why they're talking about the Photos app in the Photos.framework documentation, it's not super clear, but it kind of gives you a clue that the smartAlbum is about built-in smart albums.
There's also the smartAlbumGeneric subtype documentation:
This subtype applies to smart albums synced to the iOS device from the macOS Photos app.
But there're no smart albums synced to the iOS device. It's an empty list if you will try to use this one.
It's somehow limited because of iCloud Photos (IMHO). There's an analogy in another framework - CoreData + iCloud support imposes some limits of what you can do and it's less powerful than just CoreData (without iCloud). But it's a pure speculation. Maybe all your smart albums will appear in the list if you turn off iCloud Photos (Photos - Preferences... - iCloud - iCloud Photos), but I'm not that brave to try it as I do not want download the whole library again or to loose something.
Do you want to access your smart album? Some workarounds:
- open the album, select all photos and create a regular album -> manually sync them,
- Create Standard Albums from Smart Albums to Sync with iCloud to iOS Devices -> semi manually sync them,
- you can search for more, lot of articles, questions, ...
1 Actually they're synced, but you can see them on your Mac(s) only.
QUESTION
I have a table like this:
Table: Albums
...ANSWER
Answered 2020-Mar-21 at 13:57You need group by to count the albums. Then order and limit to the number of rows that you want:
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