Jonas Schröder JonasSchroeder
🎯
JonasSchroeder
/ meta-learner.ipynb
Created
September 7, 2023 06:51
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
JonasSchroeder
/ train_test_performance_2022-12-03.csv
Created
December 4, 2022 13:33
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| symbol | r2_train | rsme_train | mape_train | r2_test | rsme_test | mape_test | N_steps | method | |
|---|---|---|---|---|---|---|---|---|---|
| MMM | 0.9801237873137407 | 2.7130839330905596 | 0.012027681791123911 | 0.8187130706085194 | 4.466932673016484 | 0.030002371694127703 | 7 | train_model | |
| MMM | 0.9808254358540457 | 2.664766513897708 | 0.012025008398716801 | 0.9417655986613341 | 2.531721721713469 | 0.014459712942955227 | 7 | train_model_3 | |
| MMM | 0.9789998561437275 | 2.729023317297847 | 0.012009889804084089 | 0.8750666663427211 | 4.0142451462123505 | 0.02642681972308712 | 25 | train_model | |
| MMM | 0.9798283218912582 | 2.674651028851126 | 0.012119963345115161 | 0.9451829587670492 | 2.659025620679782 | 0.015445076816040926 | 25 | train_model_3 | |
| MMM | 0.9779435877068695 | 2.6082873075221884 | 0.011833425685985624 | 0.6390331323417517 | 4.139568850691674 | 0.029122755695490263 | 63 | train_model | |
| MMM | 0.9765286956913078 | 2.6906462584159674 | 0.012565494122849914 | 0.9016935056140218 | 2.1602924340433294 | 0.0139408753380589 | 63 | train_model_3 | |
| ATVI | 0.9888805366434964 | 1.6269688793084482 | 0.017390709478937474 | 0.8777931863197639 | 0.9793038944087219 | 0.010181303308566895 | 7 | tr |
JonasSchroeder
/ Corona Dashboard for European Countries (Shiny App).R
Created
March 28, 2020 14:08
Corona Dashboard for European Countries in a Shiny App based on data from Johns Hopkins
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #--------------------------------------------------------------------------------------------------------------- | |
| # Corona / COVID-19 Shiny App Dashboard for European Countries based on Data from Johns Hopkins | |
| # | |
| # Author: Jonas Schröder | |
| # | |
| # Medium: https://medium.com/@jonas.schroeder1991 | |
| # Github: https://github.com/JonasSchroeder | |
| # Twitter: https://twitter.com/J_Schroeder91 | |
| # LinkedIn: https://www.linkedin.com/in/jonas-schröder-914a338a/ | |
| # |
JonasSchroeder
/ Corona Dashboard Part 1 - Fetch Data from ECDC.R
Last active
March 28, 2020 14:10
Featured in this medium article: "A Beginner’s Guide to Creating a Corona “Dashboard” (Part 1)" https://medium.com/@jonas.schroeder1991/a-beginners-guide-to-creating-a-corona-dashboard-3553b01d8d44
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Data gathered from European Center for Disease Prevention and Control | |
| # https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide | |
| # Note: Number of cases per day may differ from other sources; cases might be moved from one day to another | |
| library(readxl) | |
| library(httr) | |
| # Define date of data pull (may set date to current date) | |
| url <- paste("https://www.ecdc.europa.eu/sites/default/files/documents/COVID-19-geographic-disbtribution-worldwide-", "2020-03-22", ".xlsx", sep = "") |
JonasSchroeder
/ Corona Dashboard Part 1.R
Last active
March 28, 2020 14:11
Featured in this medium article: "A Beginner’s Guide to Creating a Corona “Dashboard” (Part 1)" https://medium.com/@jonas.schroeder1991/a-beginners-guide-to-creating-a-corona-dashboard-3553b01d8d44
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Data gathered from European Center for Disease Prevention and Control | |
| # https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide | |
| # Note: Number of cases per day may differ from other sources; cases might be moved from one day to another | |
| # Author: Jonas Schröder https://medium.com/@jonas.schroeder1991 | |
| library(readxl) | |
| library(httr) | |
| library(tidyverse) | |
| library(dplyr) | |
| library(ggpubr) |
JonasSchroeder
/ deep-learning-fundamentals.ipynb
Last active
December 30, 2019 07:32
Deep Learning Fundamentals
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
JonasSchroeder
/ introduction-to-neural-networks.ipynb
Created
December 27, 2019 21:24
Introduction to Neural Networks
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
JonasSchroeder
/ simple-pytorch-example.ipynb
Created
December 27, 2019 20:32
Simple PyTorch Example
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
JonasSchroeder
/ feature-engineering.ipynb
Created
December 24, 2019 10:02
Feature Engineering.ipynb
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
JonasSchroeder
/ machine-learning-with-scikit-learn.ipynb
Created
December 23, 2019 09:13
Machine Learning with Scikit-Learn.ipynb
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
NewerOlder