scAI | unsupervised approach for the integrative analysis | Genomics library

When using optimizer.minimize() with model.predict() to train a model with a loss function in TensorFlow.js, I encounter an issue. This only occurs when I use a maxPooling2D layer in a convolutional neural network with code similar to the code below. It produces this error: Cannot read property 'backend' of undefined. I'm not sure what is causing this or how to resolve it. The error does not occur when using a convolutional layer (tf.layers.conv2d()) without any pooling layers. I'm using TensorFlow.js version 0.14.2 and Google Chrome version 71.0.3578.98. This error can be reproduced using the following code:

So i am trying to define an exact shape (outter layer) of a building from .osm node references because I need to create more detail structure inside it (rooms, walls) based of some assumption.

Until now I've extracted the node's coordinate from its reference of 'building:part' using pyosmium, stored the node's coordinates to a list of tuples, reconstructed it using Polygon function from shapely and plotted it using mplleaflet. But somehow the nodes from the reference aren't sorted and when I try to plot it, there are a lot of intersections shown.

My current method to solve this sorting problem is following:

This is a GoLang, Firebase AdminSDK question.

This example works to iterate through all of the documents in a FireStore DB.

How can I get the Document Name?

To put another way: If the collection name is JohnyCollection, and JohnyCollection has 20 Documents called (Document1, Document2.... Document20), how do I get the document name in golang Code?

//========================================

My Table looks like the following:

Am using the following query to output this data in a table (front-end):

Problem :

1. Using Agent run and send mail give a different link

2. Mail Contain a link which is not include database

3. I set it send to a yahoo mail

   ...