From 1197e2eca2dda99c20a4cf6455a4a4bdf26d2aec Mon Sep 17 00:00:00 2001
From: SoYoungCho <38921656+SoYoungCho@users.noreply.github.com>
Date: Sun, 27 May 2018 17:13:54 +0000
Subject: [PATCH] Fix readme's small typo and increase readability

First, 'machine' was written as 'machie'.
Also, I added ':' and changed few letters to capitals to increase readability :)
---
 README.md | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index 42cc938..a3456f4 100644
--- a/README.md
+++ b/README.md
@@ -1,20 +1,20 @@
 # Python_ML_Framework
-* A framework of python to do general machie learning using sk-learn, numpy, matplotlib and pandas
+* A framework of python to do general machine learning using sk-learn, numpy, matplotlib and pandas
 * Help you prepare data, train and save models, handle unbalanced problem, plot decision margin,
   save tree into file, give you feature importance and top possible label. Validate is precision,
   recall, ROC and F-measure,etc
 * Now is only suit for Classification, later will update
 
 ## File introduction
-* TrainModels.py   the main file if you want to train or test models
-* MLUtils.py    some tools for machine learning use
-* ModelZoo.py   models is here, such as SVM,GBDT
-* DataPrepare.py   prepare your data before training
+* TrainModels.py : the main file if you want to train or test models
+* MLUtils.py : some tools for machine learning use
+* ModelZoo.py : models is here, such as SVM,GBDT
+* DataPrepare.py : prepare your data before training
 
 ## User guide
-1. install python2.7, better is Anaconda
-2. modify  DataPrepare.py and set your data path before training
-3. modify TrainModels.py and set your path of model and log, then choose some model to train
+1. Install python2.7, better is Anaconda
+2. Modify  DataPrepare.py and set your data path before training
+3. Modify TrainModels.py and set your path of model and log, then choose some model to train
 
 ### If you think this repo helps you, may you give me a star :)