[D] Examples of good science in deep learning experiment-focused papers

It's been brought up a lot that there are a lot of low-quality "benchmark papers" that get accepted to top conferences based on results even though they have bad science ( [this paper goes into more detail on this](https://arxiv.org/pdf/1807.03341.pdf)). So I was wondering what example papers the community looks up to and what about them makes them good for you, that primarily is based on empirical/experimental results. RL papers encouraged!

/r/MachineLearning
https://redd.it/gpgspf

Popper.js not working

I'm trying to use popper.js in my flask app but nothing is working, i've tried the CDN but is not working, I've tried everything installing popper.min.js, linking js at the end of my base.html, I want to use tooltips.

/r/flask
https://redd.it/gpkncl

[Project][Reinforcement Learning] Using DQN (Q-Learning) to play the Game 2048.

/r/MachineLearning
https://redd.it/gpmbpl

Python list tutorial: Python list is a data structure that stores items (i.e. integer and string ) into memory. Lists in Python are more powerful and versatile than an array. #Python #Programming #Lists @topictrick
https://youtu.be/dyZyHaXZb-8

/r/Python
https://redd.it/gpnyuz

Weird conversions like Image to Audio and Audio to Image using NumPy magic

I know this tool is kind of strange and probably not very useful. However, I wanted to play with NumPy and try to understand in a deeper way the amount of stuff that this library can do.

That's why I ended up doing this project, because of yes.

Feel free to check it out. https://github.com/AlbertSuarez/weird-converter

/r/Python
https://redd.it/gpo4dx

If I use the Django Rest Framework, what security measures should I take?



/r/django
https://redd.it/gpl044

I launched my new website with all my free Python and Machine Learning Tutorials (currently 68).
https://www.python-engineer.com/

/r/Python
https://redd.it/gpqquf

[Project][Artificial Intelligence] Using DQN (Q-Learning) to play the Game 2048.

/r/Python
https://redd.it/gprj13

[UPDATE] FlaskCon is coming!

# Update: FlaskCon has been postponed until early July, and the deadline for papers has been adjusted to June 7th accordingly.

The chosen dates right now are **July 4th - 5th**. However, since this conflicts with a certain popular holiday \[bald eagle screams distantly\], I'm going to make sure that this date is firm. I'll update this post when I receive word.

I know you'll all use the extra time to make your wonderful presentations even more perfect! :\^)

*Original post:*

Hi everyone!

Some awesome folks from the Python/Flask community have been putting a *ton* of work into organizing the inaugural **FlaskCon.** FlaskCon is an online conference which is:

* **100% remote,**
* **100% free,**
* **and 100% community-driven.**

FlaskCon will go live on ~~June 26th, 2020~~ **July 4th, 2020**. It will focus on technical discussions and Flask evangelism. Best of all, **everyone is invited to participate!**

If you have an interesting idea for a Flask-related talk, want to show off something unique you've made, or anything else that you think people will want to hear about, [**sign up to participate here**](https://sessionize.com/flaskcon). A lot of great people have signed on to review talk proposals, including Pallets members and the author of the Flask Mega-Tutorial.

Learn more by visiting their website: [https://flaskcon.com](https://flaskcon.com)

Submit

/r/flask
https://redd.it/gpx7pi

Ploomber CI - A Github action to run your Data Science pipeline on each push

Hi,

We just released Ploomber CI, a Github action that runs Data Science pipelines on each push to ensure reproducibility. It is powered by our library [Ploomber](https://github.com/ploomber/ploomber), hence it can handle arbitrarily complex pipeline structures with multiple tasks and dependencies.

Link: [https://github.com/marketplace/actions/ploomber-ci](https://github.com/marketplace/actions/ploomber-ci)

/r/IPython
https://redd.it/gpxc6n

I would like to learn django by making my personal portfolio website. Is there any tutorial course or a website which teaches you django by doing the same? Thank you!



/r/django
https://redd.it/gpzmv1

I started learning python a few days ago. This is a program that generates prime numbers and gives some information on them. Probably not much but I thought I'd share since I'm pretty excited about it.

/r/Python
https://redd.it/gpxl3v

I built an asteroid simulator that shows how you would die had an asteroid hit your city. [First Flask Project]
https://asteroidcollision.herokuapp.com/

/r/flask
https://redd.it/gpvusi

A script to visualize the path of several bodies under the influence of each other's gravitational field. Posting some of the coolest outputs!

/r/Python
https://redd.it/gpwpom

How do I avoid hardcoding a django form?

```
class UserAnswerChoiceForm(forms.Form):
CHOICES = (
(None ,None),
(1, 'Disagree strongly'),
(2, 'Disagree a little'),
(3, 'Neither agree nor disagree'),
(4, 'Agree a little'),
(5, 'Agree strongly'),
)
answer_for_question_1 = forms.CharField(
widget=forms.Select(choices=CHOICES))
answer_for_question_2 = forms.CharField(
widget=forms.Select(choices=CHOICES))
and 43 more...

```

The logic is handled like so


```
if form.is_valid():
new_answer_group = SelfAnswerGroup.objects. create(user=request.user, user_profile=request.user.profile,)
for x in range(1, 45):
answer = UserAnswerChoice.objects.create(
user=request.user,


/r/django
https://redd.it/gq20t1

Vectorization: The Secret to Shortening Your Python Code and Making it Run 150x Faster
https://codingwithmax.com/shortening-code-making-it-run-fast/

/r/Python
https://redd.it/gq1sxs

How much to rely on extensions?

As with my recent troubles with Flask-User, I'm trying to under how to balance the dependency on Flask Extensions, with not having to reinvent the wheel.

I first picked up Flask through a Udemy course, from which the instructor seemed to build most of the functionality from scratch, e.g. creating methods for the Database model to query from MongoDB, creating users and inserting their information.

But after the course, I've chanced upon the world of extensions, but I guess not all of them are actively maintained & may not exactly fit the requirements. Feeling slightly exasperated spending half a day trying to get Flask-User to register users into my MongoDB Atlas, but to no avail. Googling also didn't seem to yield much results...

How much do you guys utilize extensions?

/r/flask
https://redd.it/gq4u8a

Running a jupyter notebook on a server.

Hi, hello everyone,

I'm a physics teacher from Brazil and because of the quarantine i'm trying to make the lab classes on a virtual environment . I coded a physics simulation on python in a jupyter notebook file and i'm trying to make it accessible on a web page, like google **Colaboratory** (I tried to use google **Colaboratory, but some functions just wont work)**. Does someone know a guide/tutorial to make a running jupyter notebook file on a webpage ?

/r/JupyterNotebooks
https://redd.it/gpsdpz

I created "twenny" – my very first app! It reminds you to give your eyes a break every 20 minutes to prevent eye strain and is located in your menubar. You can download it on GitHub!

/r/Python
https://redd.it/gq8254

rq worker and redis

Hi,

i just startet to work with redis and rq worker. my test script is running and rq worker and the redis server are processing my tasks. everything runs perfectly fine. but the tasks I want to create for my project can take up to 12 minutes. they wait for a status on a different server.

let's say, i have 4 tasks.

task #1 takes 8 minutes

task #2 takes 12 minutes

task #3 takes 4 minutes

and finally task #4 takes 7 minutes.

is there a way to check if task #1 is done and if not put task #1 at the end of the queue and check task #2 and so on and so forth. Or do I have to wait until task #1 is done to continue with task #2.

In my perfect world I would get my feedback in the following order:

task #3, task #4, task #1 and finally task #2

thanks in advance

/r/flask
https://redd.it/gq7atw

Create Deepfakes in 5 Minutes with First Order Model Method
https://rubikscode.net/2020/05/25/create-deepfakes-in-5-minutes-with-first-order-model-method/

/r/Python
https://redd.it/gq6suq