data-analysis

Describe the issue linked to the documentation

Documentation should be changed to reflect that one-vs-rest is possible.

x = np.array([0,1,2,3,4,5,3,3,5,5,5,7,7,2])
x = x.reshape(-1,1)#this has 1 feature, therefore reshaping properly

y = [0,0,0,1,0,2,1,1,2,2,2,3,3,0] #note: y has multiple classes.


model = SVC(gamma = "auto", decision_function_shape="ovr")
model.fit(x,y)
p

The Mixed Time-Series chart type allows for configuring the title of the primary and the secondary y-axis.
However, while only the title of the primary axis is shown next to the axis, the title of the secondary one is placed at the upper end of the axis where it gets hidden by bar values and zoom controls.

How to reproduce the bug

1. Create a mixed time-series chart
2. Configure axi

Pandas version checks

• I have checked that this issue has not already been reported.

• I have confirmed this bug exists on the latest version of pandas.

• I have confirmed this bug exists on the main branch of pandas.

Reproducible Example

import pandas as pd
import numpy as np

bigdf = pd.Data

Summary

Aesthetically trivial, yet I've spotted a discrepancy with font sizes in our tooltip (front-end + back-end screenshots below).
I believe sections #1 and #2 should have the same font size?

![image](https://user-images.githubusercontent.com/27242399/139825179-4d62e3

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

• Base README.md
• Quizzes
• Introduction base README
  • Defining Data Science README
  • Defining Data Science assignment
  • Ethics README
  • Ethics assignment
  • Defining Data README
  • Defining Data assignment
  • Stats and Probability README
  • Stats and Probability assignment
• Working with Data base README
  • Rel

On Windows, creating a project from a URL that contains the colon ":" character in the URL path throws an error related to the naming of a temporary directory/file.

To Reproduce

Steps to reproduce the behavior:

1. Create a new project from a URL as protocol://domain/foo/:bar/foo
2. Click on the Next button
3. An error message is displayed that states "Error uploading data illegal char

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

After merging airbytehq/airbyte#11083, we can slightly improve latency and simplify the control flow of KubePodProcess if we use the watcher inside waitForInitPodToRun/waitForInitPodToTerminate instead of using waitUntilCondition calls.

The overall behavior should remain the same; we should just prefer using the watch api to receive these changes when they happen

See:
gonum/gonum#845 (comment)

For the autoencoder in pyod, how do I adjust the learning rate?

Is your feature request related to a problem? Please describe.

Based on discussion in rapidsai/cudf#10200 (comment) there are a number of improvements we should make to the exceptions libcudf throws when a CUDA error occurs.

Describe the solution you'd like

1. Add a cudaError_t member to [cudf::cuda_error](https://github.com/rapidsai/cud