Quantco / metalearnersLinks
MetaLearners for CATE estimation
☆49Updated 3 weeks ago
Alternatives and similar repositories for metalearners
Users that are interested in metalearners are comparing it to the libraries listed below
Sorting:
- A Beginner's Guide to State Space Modeling☆26Updated 2 months ago
- Univariate and multivariate time series forecasting, with uncertainty quantification (Python & R)☆13Updated last month
- Rethinking machine learning pipelines☆34Updated 4 months ago
- Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference☆69Updated this week
- Decorators for logging purposes for all your dataframes☆14Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- causal-falsify: A Python library with algorithms for falsifying unconfoundedness assumption in a composite dataset from multiple sources.☆36Updated 2 weeks ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆79Updated last week
- Tools for diagnostics and assessment of (machine learning) models☆39Updated last month
- Efficient matrix representations for working with tabular data☆132Updated this week
- ☆92Updated 2 weeks ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆57Updated 8 months ago
- A Beginner's Guide to Variational Inference☆18Updated 9 months ago
- Gaussian Process Model Building Interface☆52Updated 10 months ago
- Bayesian Conjugate Models in Python☆37Updated last week
- 🥄✨Time-series Benchmark methods that are Simple and Probabilistic☆41Updated 2 years ago
- MLflow logging for PyMC☆14Updated 5 months ago
- That's weird: Anomaly detection using R☆43Updated last week
- Methods and tools for multistep-ahead time series conformal prediction.☆44Updated 2 weeks ago
- Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.☆88Updated last week
- Toolkit to forge scikit-learn compatible estimators☆19Updated this week
- ☆135Updated this week
- A system for Bayesian estimation of state space models using PyMC☆36Updated 6 months ago
- Unstructured Code with interesting analysis☆36Updated last year
- code and demo for hierarchical stacking paper☆10Updated 4 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆25Updated last week
- Rlgt is an R package for Bayesian Exponential Smoothing☆22Updated 9 months ago
- 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 week
- Analyze and model weekly calendar distributions using latent components☆10Updated this week