From 9f69d9bf893e308bd3c0c365dad013c4326ae7ea Mon Sep 17 00:00:00 2001 From: Marcel Weschke Date: Mon, 29 Jan 2024 11:56:16 +0100 Subject: [PATCH] Upload files to "/" --- README.md | 32 ++++++++++++++++++++++++++++++-- 1 file changed, 30 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4f629e4..b0cac15 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,31 @@ -# econometrics-and-machine-learning +# Introduction +This project contains "Machine Learning for Economics and Finance" related material. + +**Git clone**:
+`git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git` + + +# Section outline + +- Supervised Learning: Regressions + - Linear Regression + - Multilinear Regression +- Supervised Learning: Classification + - Logistic Regression +- Cross Validation + - K-fold Cross-validation +- Subset Selection & Shrinkage + - Lasso Regression, Ridge Regression +- Tree-Based Methods + - Classification Trees + - Bagging, Boosting + - Random Forest +- Deep Learnin + - Neural Networks + + + + + + -This repository contains Python, R and STATA code in regard to solving econometrical and machine learning tasks. \ No newline at end of file