R

R is a free programming language and software environment for statistical computing and graphics. R has a wide variety of statistical linear and non-linear modeling and provides numerous graphical techniques.
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Mar 20, 2022 - Jupyter Notebook
Describe your context
Please provide us your environment, so we can easily reproduce the issue.
- replace the result of
pip list | grep dash
below
dash 2.0.0
dash-bootstrap-components 1.0.0
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if frontend related, tell us your Browser, Version and OS
- OS: [e.g. iOS] Windows
- Browser [e.g. chrome, safari]: Chrome 96.0x, Edge 96.0x, Firefox
make_future_dataframe doesn't support regressors currently. So code like:
m = Prophet()
m.add_regressor('var')
m.fit(df)
forecasts = m.predict(m.make_future_dataframe(periods=7))
gives an error like:
ValueError: Regressor 'var' missing from dataframe when attempting to generate forecasts
I know prophet may not know what exact values to put for var in each of the rows a
Summary
mypy
shows some issues in LightGBM's Python package.
mypy \
--exclude='python-package/compile/|python-package/build' \
--ignore-missing-imports \
python-package/
18 errors in 4 files (click me)
python-package/lightgbm/compat.py:12: error: Name 'Series' already defined (possibly by an import)
python-package
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Mar 23, 2022
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Mar 12, 2022 - Assembly
I am working on creating a WandbCallback
for Weights and Biases. I am glad that CatBoost has a callback system in place but it would be great if we can extend the interface.
The current callback only supports after_iteration
that takes info
. Taking inspiration from XGBoost callback system it would be great if we can have before iteration
that takes info
, before_training
, and `after
May be breaking changes and improved setup - see https://fusejs.io/ along with its release notes since v3.2
May affect files including assets.toml
and wowchemy-search
.
Thanks to @rodrigoalcarazdelaosa for tracking the (optional) dependencies at wowchemy/wowchemy-hugo-themes#1860
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Mar 23, 2022 - Jupyter Notebook
I am using metaflow locally but with the AWS service (e.g. the actual compute is happening locally rather than in AWS batch but the metadata is using AWS). When I access the run data through run.data
I get new local directories with names like metaflow.s3.w3efey1k
, which I presume is because metaflow pulls from S3 into that directory, and then un-pickles the result from there. Is there a way t
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Mar 23, 2022 - R
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Oct 7, 2021 - R
I'm happy to announce that I'll be writing the second edition of Data Science at the Command Line (O'Reilly, 2014). This issue explains why I think a second edition is needed, lists what changes I plan to make, and presents a tentative outline. Finally, I have a few words about the process and giving feedback.
Why a second edition?
While the command line as a technology and as a way of w
Is your feature request related to a problem? Please describe
The current docs string for the ui.dialog events parameter is events – The events to capture on this dialog
. However, there is a specific list of events that can be captured but this isn't documented making it hard for the user to know how to use this feature.
Describe the solution you'd like
Change the description to `
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Feb 17, 2021
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Jan 5, 2022
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Feb 3, 2022 - Jupyter Notebook
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Feb 10, 2022 - Python
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Jan 9, 2022 - R
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Mar 23, 2022 - R
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Jan 11, 2022 - Julia
Our xgboost models use the binary:logistic'
objective function, however the m2cgen converted version of the models return raw scores instead of the transformed scores.
This is fine as long as the user knows this is happening! I didn't, so it took a while to figure out what was going on. I'm wondering if perhaps a useful warning could be raised for users to alert them of this issue? A warning
Created by Ross Ihaka, Robert Gentleman
Released August 1993
- Website
- www.r-project.org
- Wikipedia
- Wikipedia
Since
state
is a reserved keyword in Truffle's guard mechanism, it should not be possible to use it in a guard definition as this can cause serious problems. The annotation processor should either reject thestate
keyword in guard definitions or thestate
temporary variable produced by the processor should be renamed to avoid this conflict.Here's an example:
<img width="629" alt="screen