Youssef Emad

@karlnapf I made this [notebook](https://github.com/youssef-emad/shogun_notebooks/blob/master/LinearRegression.ipynb) for comparison between Least Square Linear Regression in [sklearn](http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LinearRegression.html) and in [Shogun](http://shogun-toolbox.org/doc/en/latest/classshogun_1_1CLeastSquaresRegression.html). As demonstrated in the notebook it seems that Shogun has no problem in...

@karlnapf I got it.I will push the last edits for the pull request and start working on this issue.

@karlnapf I don't have updates yet. I got a little bit busy with school but I'll start working on it by tomorrow.

@karlnapf I made this [notebook](https://github.com/youssef-emad/shogun_notebooks/blob/master/Shogun.Vs.Sklearn.Regression.ipynb) as a comparison between Shogun and SKlearn in multiple regression models ( Linear Ridge Regression, Lasso ,LARS , KRR). I used 4 datasets of different...

@vigsterkr yeah sure , I just have an assignment to deliver in a few hours so I'll finish it and check this out :smiley:

@karlnapf @vigsterkr I added new 4 benchmarks and made a [pull request](https://github.com/zoq/benchmarks/pull/7) at the benchmarks repo I also made a [notebook](https://github.com/youssef-emad/shogun_notebooks/blob/master/Classifiers.ipynb) to compare the ease of use and accuracy between...

@karlnapf I'll add the benchmarks for sklearn and I'll try to investigate what's going on.

@karlnapf I found out what was going on. I made a horrible mistake while transforming data to shogun's format. I fixed this embarrassing mistake and add visual comparison for decision...