Upload files to "/"
This commit is contained in:
32
README.md
32
README.md
@@ -1,3 +1,31 @@
|
|||||||
# econometrics-and-machine-learning
|
# Introduction
|
||||||
|
This project contains "Machine Learning for Economics and Finance" related material.
|
||||||
|
|
||||||
|
**Git clone**:<br>
|
||||||
|
`git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git`
|
||||||
|
|
||||||
|
|
||||||
|
# Section outline
|
||||||
|
<!--**...**:<br> -->
|
||||||
|
- 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
|
||||||
|
|
||||||
|
<!-- ! -->
|
||||||
|
<!-- … -->
|
||||||
|
|
||||||
|
<!-- <a href="https://www.raspberrypi.org/documentation/installation/installing-images/README.md" target="_blank">Introduction: Installing operating system images on the Raspberry Pi</a> -->
|
||||||
|
|
||||||
|
|
||||||
This repository contains Python, R and STATA code in regard to solving econometrical and machine learning tasks.
|
|
||||||
Reference in New Issue
Block a user