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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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fniephaus
fniephaus commented Aug 10, 2018

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 the state keyword in guard definitions or the state temporary variable produced by the processor should be renamed to avoid this conflict.

Here's an example:
<img width="629" alt="screen

LightGBM
jameslamb
jameslamb commented Sep 6, 2020

This project's documentation includes a list of winning solutions for machine learning competitions which used LightGBM.

https://github.com/microsoft/LightGBM/tree/master/examples#machine-learning-challenge-winning-solutions

With one exception (), this has not been updated since December 2019.

How to close this issue

Look through "completed" competitions (from December 2019 to now)

Jakobhenningjensen
Jakobhenningjensen commented Sep 7, 2020

I am trying to create a CV using leave-one-out i.e predicting the next rolling day in my test-data.

I have a train data X_train and test data X_test, and fitting a model using

model.fit(pd.concat((X_train,X_test)))

from fbprophet.diagnostics import cross_validation
cutoffs = X_test["ds"].values
df_cv = cross_validation(model,cutoffs=cutoffs,horizon = '1 day')

th

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  • Updated Sep 11, 2020
  • Jupyter Notebook
data-science-at-the-command-line
jeroenjanssens
jeroenjanssens commented Jun 10, 2020

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

StrikerRUS
StrikerRUS commented Oct 18, 2019

I'm sorry if I missed this functionality, but CLI version hasn't it for sure (I saw the related code only in generate_code_examples.py). I guess it will be very useful to eliminate copy-paste phase, especially for large models.

Of course, piping is a solution, but not for development in Jupyter Notebook, for example.

Created by Ross Ihaka, Robert Gentleman

Released August 1993

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