lorentzenchr / responsible_ml_materialLinks
Material for the lecture Responsible ML
☆25Updated 2 weeks 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 2 weeks ago
- code and demo for hierarchical stacking paper☆10Updated 4 years ago
- 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☆68Updated last week
- Forecast Reconciliation - Classical (bottom-up), optimal and heuristic combination forecast reconciliation procedures for cross-sectional…☆37Updated this week
- Slides to accompany Forecasting: Principles and Practice, 3rd edition☆78Updated last year
- Material for the 2-day block course "Deep Learning with Actuarial Applications in R"☆40Updated 4 years ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆79Updated last week
- The Tidymodels Extension for Time Series Boosting Models☆58Updated 3 years ago
- The tsutils package for R provides functions to support various aspects of time series and forecasting modelling.☆13Updated 2 years ago
- Friday Forecasting Talks materials☆11Updated last year
- A Python package with explanation methods for extraction of feature interactions from predictive models☆33Updated 2 years ago
- Distributional Random Forests (Cevid et al., 2020)☆45Updated last month
- ☆34Updated last year
- Half day workshop covering insurance pricing with GAMs, GLMs, trees and clustering.☆28Updated 4 years ago
- This is the repository for the Python library mlsynth☆55Updated 2 weeks ago
- Code for the Actuarial Data Science Tutorials published at https://actuarialdatascience.org.☆196Updated 4 months ago
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆25Updated last year
- Collection of academic papers, articles, software tools, and educational resources about forecast reconciliation☆35Updated 2 months ago
- Slides for a forecasting course based on "Forecasting: Principles and Practice"☆172Updated last year
- Lecture Notes on Statistical Inference☆77Updated last year
- Methods and tools for multistep-ahead time series conformal prediction.☆44Updated last week
- Wrapper around MLForecast for more plug and play forecasting☆10Updated 2 years ago
- Exploratory repository to study predictive survival analysis models☆37Updated 2 years ago
- ☆91Updated this week
- ☆13Updated 3 years ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆74Updated 5 years ago
- That's weird: Anomaly detection using R☆43Updated last week
- Official repository for the mcf package.☆22Updated last month
- Integrated tool for model development and validation☆33Updated 2 months ago