From 9b10fafb44178df24c4c6b5b4a8eda4cb898847d Mon Sep 17 00:00:00 2001
From: Thomas Bury <thomas.bury@allianz.be>
Date: Mon, 9 Jan 2023 15:48:15 +0100
Subject: [PATCH] docs: fix typos

---
 changelog.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/changelog.md b/changelog.md
index f23f1b9..eef81ba 100644
--- a/changelog.md
+++ b/changelog.md
@@ -10,14 +10,14 @@
   
 ## 1.0.0
 
- - Parallelization of functions applied on pandas dataframe
+ - Parallelization of functions applied on pandas data frame
  - Faster and more modular association measures 
  - Removing dependencies (e.g. dython)
  - Better static and interactive visualization
  - Sklearn selectors rather than a big class
- - Discretization of continuous and categoricals predictors
- - Minimal redundancy maximal relevance feature selection added (subset of all relevant predictors)
- - Arichitecture closer to the scikit-learn one
+ - Discretization of continuous and categorical predictors
+ - Minimal redundancy maximal relevance feature selection added (a subset of all relevant predictors), based on Uber's MRmr flavor
+ - architecture closer to the scikit-learn one
   
 ## 0.3.8