It appears that the docs for Logistic Regression differ based on solvers and penalties. The "penalty" parameter states that "The ‘newton-cg’, ‘sag’ and ‘lbfgs’ solvers support only l2 penalties," while the "solver" parameter states that "‘newton-cg’, ‘lbfgs’, ‘sag’ and ‘saga’ handle L2 or no penalty" (attaching some screenshots). This was actually a little unclear to me, as I wasn't sure if the n

Currently the tabs on SQL Lab queries show green circle when a query is running as well as when a query has successfully finished.

The green circles for "query running" and "query completed" could be made more distinct - different color, or having the "query running" circle be hollow, and the "query completed" one filled in. This would enable users, who might go to SQL Lab and trigger few quer

Currently Styler.clear() will clear the styles built up with the apply aaplymap and where method. It will clear class from the set_td_classes method and it will clear tooltips set with set_tooltips.

It does not clear table styles, and it does not clear formats. It does not reset hidden index or hidden columns.

Thoughts and PR into what this should do and how it should it be docum

NOTE: we'll need to verify that this is indeed what we want the behavior to be before doing any work on this.

Consider the following sequence of actions a user might take

1. Populate a config.toml file by running streamlit config show > ~/.streamlit/config.toml
2. In the file, change the server.port config option to something other than 8501 (the default), let's say it's changed to 8502

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

To Reproduce

Configure a reconciliation service that returns URIs as IDs.

Hovering over reconciliation suggestions, automatically matched values and manually mapped values will fail to retrieve the preview information as ID contained in the callback is truncated.

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

In some figure, the axis name is cropped. We should probably used tight_layout explicitly:

https://imbalanced-learn.org/stable/auto_examples/over-sampling/plot_shrinkage_effect.html#sphx-glr-auto-examples-over-sampling-plot-shrinkage-effect-py

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

** 由于每天都有新股上市，要是能有一个关于每个股票的行业、地域、概念分类相关的接口就好了，类比于tushare中的那些分类接口,参考此处可惜tushare已经不维护了
**