data-analysis

This issue is reserved for the Data Umbrella Africa & Middle East Sprint on October 23, 2021 as a good first issue. For non-sprint contributors, please wait till October 30, 2021 to work on this issue.

Note

For those who are running into "YD01: No Yields section found", it could be the cv parameter. Update `An iterable yielding (train, test) sp

Currently, the funnel report percentage is calculated using:
The number at a given funnel step /
Sum(everything in the funnel)

Example from blog:

Here, the Discussed Pricing (900) gets divided by 11900 (sum of all ev

• I have checked that the issue still exists on the latest versions of the docs on master here

Location of the documentation

https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.var.html
https://pandas.pydata.org/docs/dev/reference/api/pandas.DataFrame.std.html

![Screenshot (1178)](https://user-images.githubusercontent.c

Problem

I am just exploring streamlit and having a great time so far! I have video data that I want to visually inspect, but they are short videos of ~5 seconds. Currently it seems st.video does not have a loop option.

Solution

Add a loop option to st.video.

Not sure how difficult this would be. If not, I would be happy to work on a PR if someone could give me some quick po

Is your feature request related to a problem? Please describe.
When working with a big piece of text, I sometimes scroll down and copy some text into another tab. When switching back to the first tab, both the input and the output pane is back on top. So I don't know where I was working just now.

Describe the solution you'd like
After tab switching, scroll position should be remembere

The labels of the "regular expression" checkboxes are not properly linked to the corresponding checkbox.

To Reproduce

Steps to reproduce the behavior:

1. First, open a project and create two text filters
2. Then, click on the label (not the checkbox) "regular expression" in the second text facet

Current Results

![bug](https://user-images.githubusercontent.com/309908/138558817-712

Collection of follow-ups to #5827. These can/should be broken out into individual PRs. Many are relatively straightforward and would make a good first PR.

General

• Documentation (none was added in original PR).
• Release notes.
• Example notebook.
• Double-check how sm.tsa.arima.ARIMA works with fix_params (it should fail except when the fit method is statespace

Describe the issue linked to the documentation

In the section https://imbalanced-learn.org/stable/under_sampling.html#prototype-selection the selected subset S' should be a (strict) subset, not and element of S.

Suggest a potential alternative/fix

Change \in to \subset in doc/under_sampling.rst.

See:
gonum/gonum#845 (comment)

The official instructions say to use joblib for pickling PyOD models.

This fails for AutoEncoders, or any other TensorFlow-backed model as far as I can tell. The error is:

>>> dump(model, 'model.joblib')
...
TypeError: can't pickle _thread.RLock objects

Note that it's not sufficient to save the underlying Keras S

Want to contribute? Use the discussion board thread to see which sections are currently being worked on and what's left: #148

• Base README.md
• Quizzes
• Introduction base README
  • Defining Data Science README
  • Defining Data Science assignment
  • Ethics README
  • Ethics assignment
  • Defining Data README
  • Defining Data assignmen

Tell us about the problem you're trying to solve

We have historically used apache.commons.cli. Because of heavy use we have started to add some light utility functions around it. Instead of entrenching ourselves in this tool, we should investigate using a more modern one. picocli comes highly recommended by @sherifnada . In addition, it's support for argument groups ([docs](https://picocli.i