Repository: systemml Updated Branches: refs/heads/master 66b28c6e3 -> c5a330d7d
[SYSTEMML-1712] Minor corrections to algorithms demo notebook Project: http://git-wip-us.apache.org/repos/asf/systemml/repo Commit: http://git-wip-us.apache.org/repos/asf/systemml/commit/c5a330d7 Tree: http://git-wip-us.apache.org/repos/asf/systemml/tree/c5a330d7 Diff: http://git-wip-us.apache.org/repos/asf/systemml/diff/c5a330d7 Branch: refs/heads/master Commit: c5a330d7d6ec296bd7dfb8f385ebf3614abcecf1 Parents: 66b28c6 Author: Glenn Weidner <[email protected]> Authored: Fri Jul 7 09:05:26 2017 -0700 Committer: Glenn Weidner <[email protected]> Committed: Fri Jul 7 09:05:26 2017 -0700 ---------------------------------------------------------------------- .../jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/systemml/blob/c5a330d7/samples/jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb ---------------------------------------------------------------------- diff --git a/samples/jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb b/samples/jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb index 93558d2..681b277 100644 --- a/samples/jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb +++ b/samples/jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb @@ -12,7 +12,7 @@ " - SystemML 'Hello World'\n", "- Example 1: Matrix Multiplication\n", " - SystemML script to generate a random matrix, perform matrix multiplication, and compute the sum of the output\n", - " - Examine execution plans, and increase data size to obverve changed execution plans\n", + " - Examine execution plans, and increase data size to observe changed execution plans\n", "- Load diabetes dataset from scikit-learn\n", "- Example 2: Implement three different algorithms to train linear regression model\n", " - Algorithm 1: Linear Regression - Direct Solve (no regularization)\n", @@ -145,7 +145,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Examine execution plans, and increase data size to obverve changed execution plans" + "### Examine execution plans, and increase data size to observe changed execution plans" ] }, { @@ -406,7 +406,7 @@ " Step 2: Compute gradient dw.\n", " Step 3: Compute stepsize alpha.\n", " Step 4: Compute next direction p by enforcing conjugacy with previous direction.\n", - " Step 4: Update: w_new = w_old + alpha*p\n", + " Step 5: Update: w_new = w_old + alpha*p\n", "}`\n", "\n", "\n"
