ryantibs / statlearn-s23Links
Course materials for Advanced Topics in Statistical Learning, Spring 2023
☆49Updated 2 months ago
Alternatives and similar repositories for statlearn-s23
Users that are interested in statlearn-s23 are comparing it to the libraries listed below
Sorting:
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 7 months ago
- Bayesian Causal Forests☆48Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- ☆190Updated 2 years ago
- Paper Repository☆12Updated 3 years ago
- Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".☆26Updated 3 years ago
- ☆95Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- ☆20Updated last year
- Course materials for Advanced Topics in Statistical Learning, Spring 2024☆24Updated 2 months ago
- Comments on the Nature of Being a Graduate Student☆43Updated 3 years ago
- R package cfcausal☆32Updated 2 years ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆176Updated last year
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Updated 7 months ago
- Conditional calibration of conformal p-values for outlier detection.☆36Updated 2 years ago
- Tools for conformal inference in regression☆248Updated last year
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stack…☆36Updated 10 months ago
- Bayesian Learning course at Stockholm University☆156Updated this week
- Some teaching material and other educational resources☆41Updated last month
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆30Updated last week
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 7 months ago
- Design of Simulations using WGAN☆54Updated 2 years ago
- Book Chapter Drafts☆35Updated last year
- Tools for The Book of Statistical Proofs☆93Updated 8 months ago
- Summary of useful results in Causal Inference☆20Updated 4 years ago
- Home for the book-in-progress 'Bayesian Learning'☆28Updated this week
- Variational inference for Bayesian logistic regression☆12Updated 6 years ago
- Conformal Bayes with importance sampling☆22Updated 3 years ago
- My notes from class☆71Updated 7 years ago
- Gaussian Process and Uncertainty Quantification Summer School 2020☆33Updated 2 years ago