From 67026ea43fdb21ccf6b748482fcabdfd471cfc47 Mon Sep 17 00:00:00 2001
From: Dmitry <dmitry.petrov@nevesomo.com>
Date: Tue, 19 Sep 2017 09:31:34 -0700
Subject: [PATCH] Add comments

---
 functest/tutorial_branches.sh | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/functest/tutorial_branches.sh b/functest/tutorial_branches.sh
index fb3e22949..463a151a2 100755
--- a/functest/tutorial_branches.sh
+++ b/functest/tutorial_branches.sh
@@ -51,30 +51,30 @@ dvc import https://s3-us-west-2.amazonaws.com/dvc-share/so/25K/Posts.xml.tgz dat
 dvc repro
 cat data/eval_auc.txt
 # 0.596182
-vi code/train_model.py  # estimators=500
+vi code/train_model.py  # Change: estimators=500
 git commit -am 'estimators=500'
-vi code/train_model.py  # n_jobs=6
+vi code/train_model.py  # Change: n_jobs=6
 git commit -am 'n_jobs=6'
 dvc repro
 cat data/eval_auc.txt
 # 0.619262
-vi code/featurization.py
+vi code/featurization.py # Change: add ngram_rang=(1, 2) to CountVectorizer
 git commit -am 'Add bigrams'
 dvc repro
 cat data/eval_auc.txt
 # 0.628989
 vi code/featurization.py
-git commit -am 'Add three-grams'
+git commit -am 'Add three-grams' # Change: ngram_rang=(1, 3)
 dvc repro
 cat data/eval_auc.txt
 # 0.630682
 vi code/featurization.py
-git commit -am 'Add 4-grams'
+git commit -am 'Add 4-grams'    # Change: ngram_rang=(1, 4)
 dvc repro
 cat data/eval_auc.txt
 # 0.621002
 
-git checkout 2195f1032 -b three_grams # <--
+git checkout 2195f1032 -b three_grams # <--  you should find hash by git log
 dvc repro # not needed
 cat data/eval_auc.txt
 # 0.630682
@@ -83,7 +83,7 @@ git checkout first_model
 git merge three_grams
 dvc repro
 
-
+##
 
 vi code/featurization.py
 # 0.578447