When you look at the variables in the pretrained base uncased BERT the varibles look like list 1. When you do the training from scratch, 2 additional variables per layer are introduced, with suffixes adam_m and adam_v. It would be nice for someone to explain what these variables are? and what is their significance to the process of training?
If one were to manually initialize variables from a pri

I think that It would be a very valuable addition if each configuration option described in the docs were given examples, as it is done in RuboCop (Ruby), for example: https://www.rubydoc.info/gems/rubocop/RuboCop/Cop/Lint/UnusedMethodArgument

"scipy.misc.imsave" was removed in scipy version 1.3
--> pip install scipy==1.2.1

https://docs.scipy.org/doc/scipy/reference/release.1.3.0.html#scipy-interpolate-changes

and functions from scipy.misc (bytescale, fromimage, imfilter, imread, imresize, imrotate, imsave, imshow, toimage) have been removed.

Environment details

• OS: MacOS Catalina
• Node.js version: 11.8.0
• npm version: 6.13.4
• googleapis version: 46.0.0

Steps to reproduce

1. npm i googleapis

import { google } from "googleapis";
const sqladmin = google.sqladmin("v1beta4");

This is exactly how the documentation [here](https://googleapis.dev/nodejs/googleapis/latest/sqladmin/cla

I made up a guide to setup Firebase services into a real-world scenario with cutting-edge technologies. I think you could get some insights on DX of your services and how they are used out in the wild (or add it to this examples repository).
Tech used: Quasar (Vue), TypeScript, Jest (unit testing), Firebase Firestore, Cloud Functions, RxFire.

Inside the guide there are some helpers and code ma

I understand that these two python files show two different methods to construct a model. The original n_epoch is 500 which works perfect for both python files. But if I change n_epoch to 20, only tutorial_mnist_mlp_static.py can achieve a high test accuracy (~0.97). The other file tutorial_mnist_mlp_static_2.py only get 0.47.

The models built from these two files looks the same for me (the s

Good, I hope you are well.
I have a que.stion, I want to implement this old example, with the new version and I can not find

old example: https://github.com/google-map-react/old-examples/blob/master/web/flux/components/examples/x_main/main_map_block.jsx

Since I've been doing tests with respect to the new version and the old examples, and they change several things.

So my question is,

Is the documentation currently maintained/updated?

https://developers.google.com/closure/library/docs/overview
https://google.github.io/closure-library

Is there interest in having a single source of truth that people can point to? There are a few issues open regarding documentation: #968, #963, #856, #861

When the activator is in the routing path, scraping the pods is kinda useless as their information is effectively zeroed out, because all requests are con

In the documentation for the Mobileclient.get_promoted_songs() method, the docs say that the method determining the songs returned is unknown. When I run this method my liked/thumbs up auto-playlist is returned. Not sure if that is the case for anyone else.

@alexeagle mentioned that the TS style guide has lots of documentation, but it doesn't seem like any of that is available here.
The most common issue we run into is type coercion. Apparently this is what the docs for that should say:
TypeScript code may use the String() and Boolean() (note: no new!) functions, string template literals, or !! to coerce types.

const bool = Boole

Many apps are working great with microG - but some do not.

Would it be helpful for the developers to have a "problem apps page" - e.g. in the wiki? - Could be a simple table, where users can share their experience with problems - and possibly solutions.

In the case I find agreement here, I'd be happy to start that wiki page.

The first screen does not show the logo at the top and the text reading "flutter-ui-nice" is too far to the left and can't be read (see attachment).

$ dart --version
Dart VM version: 2.3.1 (Tue May 21 19:28:38 2019 +0200) on "macos_x64"

$ flutter --version
Flutter 1.5.4-h

Google suggests enabling gzip compression before transferring files over the network:

In order to receive a gzip-encoded response you must do two things: Set an Accept-Encoding header, and modify your user agent to contain the string gzip. Here is an example of properly formed HTTP headers for enabling gzip compression:

Acc

Is your feature request related to a problem? Please describe.
I couldn't find OpenThread's configurations description in https://openthread.io/reference. I think it helpful to have a centered place to introduce all OpenThread configuration and usage.

Describe the solution you'd like
Add a generated configurations page.

Hello, I'm Kelly.
I think having a privacy policy statement will be a good thing for your project seeing it kind of have functionalities that may lead to data collection on your end or not. It's a good end users are made aware of the safety of their privacy. I could draft a privacy policy statement if you wish. It's my way of contributing to open source projects.
A FAQ document will be a good a

Hi, we were using the old version of this library (published to @google/maps) for a project, but it seems after the migration, the link to the old reference documentation is broken. Could you please provide a link to it? Thanks.