lorentzenchr / responsible_ml_materialLinks
Material for the lecture Responsible ML
☆23Updated 2 months ago
Alternatives and similar repositories for responsible_ml_material
Users that are interested in responsible_ml_material are comparing it to the libraries listed below
Sorting:
- intro to ML☆28Updated 6 months ago
- Material for the 2-day block course "Deep Learning with Actuarial Applications in R"☆38Updated 3 years ago
- Slides to accompany Forecasting: Principles and Practice, 3rd edition☆75Updated last year
- The tsutils package for R provides functions to support various aspects of time series and forecasting modelling.☆12Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆53Updated 2 weeks ago
- Friday Forecasting Talks materials☆11Updated last year
- Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.☆191Updated 9 months ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆23Updated last year
- Half day workshop covering insurance pricing with GAMs, GLMs, trees and clustering.☆27Updated 4 years ago
- Code accompanying the paper "AI in Actuarial Science"☆48Updated 7 years ago
- Distributional Random Forests (Cevid et al., 2020)☆44Updated 2 years ago
- Forecast Reconciliation - Classical (bottom-up), optimal and heuristic combination forecast reconciliation procedures for cross-sectional…☆37Updated 2 months ago
- ☆13Updated 3 years ago
- Slides for a forecasting course based on "Forecasting: Principles and Practice"☆172Updated 9 months ago
- Unstructured Code with interesting analysis☆37Updated 10 months ago
- The Tidymodels Extension for Time Series Boosting Models☆57Updated 3 years ago
- Collection of Tools for PD Rating Model Development and Validation☆16Updated last year
- A Python package with explanation methods for extraction of feature interactions from predictive models☆31Updated last year
- Datasets for the book Computational Actuarial Science with R☆49Updated 2 months ago
- code and demo for hierarchical stacking paper☆10Updated 4 years ago
- Nonlinear Nonparametric Statistics☆86Updated this week
- difference-in-differences in Python☆104Updated last year
- Methods and tools for multistep-ahead time series conformal prediction.☆38Updated 5 months ago
- SynthETIC Claim Simulator☆12Updated last year
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 3 months ago
- Bayesian Causal Forests☆48Updated last year
- This is the repository for the Python library mlsynth☆40Updated this week
- Official repository for the mcf package.☆21Updated this week
- ☆74Updated 2 weeks ago