An implementation of the SuperLearner algorithm in Python based on scikit-learn.
☆25May 24, 2014Updated 11 years ago
Alternatives and similar repositories for SuPyLearner
Users that are interested in SuPyLearner are comparing it to the libraries listed below
Sorting:
- subsemble R package for ensemble learning on subsets of data☆43Jan 21, 2022Updated 4 years ago
- ☆14Dec 9, 2014Updated 11 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- Targeted Learning for Survival Analysis☆23Nov 19, 2023Updated 2 years ago
- SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.☆37Apr 17, 2019Updated 6 years ago
- Benchmarks of the H2O Ensemble R interface (H2O 2.0).☆14Nov 4, 2020Updated 5 years ago
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆56Aug 26, 2017Updated 8 years ago
- Rapid Calculation of Model Metrics☆29Jul 2, 2021Updated 4 years ago
- repo for "Optimal Inference After Model Selection"☆15Apr 15, 2017Updated 8 years ago
- Comprehensive Cross-Validation Engine☆27Sep 7, 2022Updated 3 years ago
- Notes from Simons Institute program "Foundations of Machine Learning"☆13May 5, 2017Updated 8 years ago
- Contains tools for analyzing time-series data.☆11May 8, 2013Updated 12 years ago
- Current version of the SuperLearner R package☆287Dec 15, 2025Updated 3 months ago
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner b…☆20Feb 12, 2024Updated 2 years ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data☆41Feb 17, 2026Updated last month
- Sparse and structured methods for supervised and unsupervised learning on large neuroimaging data☆18Jul 13, 2013Updated 12 years ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆20Dec 28, 2015Updated 10 years ago
- a collection of random scripts that I have written and put on my path to save time or do cool stuff.☆25Jan 10, 2015Updated 11 years ago
- A system for blending regression models in R☆77Jan 20, 2013Updated 13 years ago
- Quick Generalized Full Matching in R☆11Nov 29, 2023Updated 2 years ago
- R package to visualize mapping structures of random forests with feature contributions☆41Oct 18, 2021Updated 4 years ago
- ☆10Aug 30, 2017Updated 8 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Dec 21, 2025Updated 2 months ago
- Targeted inference (R package) https://kkholst.github.io/targeted/☆14Updated this week
- CS231n: Convolutional Neural Networks for Visual Recognition Assignment solutions☆13Oct 25, 2016Updated 9 years ago
- Library for integrated use of H2O with Hyperopt☆13Apr 8, 2024Updated last year
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Variable importance through targeted causal inference, with Alan Hubbard☆59Nov 5, 2025Updated 4 months ago
- Kernel k Nearest Neighbors in R☆17Feb 20, 2026Updated last month
- Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch☆14Jan 4, 2019Updated 7 years ago
- Query representations for Julia☆53Apr 27, 2018Updated 7 years ago
- My best submission to the Kaggle competition "Online Product Sales", ranked 21th over 366 teams.☆30Jul 4, 2012Updated 13 years ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆15Dec 9, 2024Updated last year
- Library to convert OpenTSDB data to pandas datastructures☆15Jan 4, 2016Updated 10 years ago
- Code used for the AAAI 2020 paper "System Identification with Time-Aware Neural Sequence Models"☆16Nov 22, 2019Updated 6 years ago
- 1st place in 2016 Data Mining Cup☆26Jul 27, 2016Updated 9 years ago
- iterative Random Forests (iRF): iteratively grows weighted random forests, finds interaction among features☆48Mar 2, 2021Updated 5 years ago
- StyleGAN for 3D image generation☆14Sep 24, 2019Updated 6 years ago
- Cython based wrapper for IRTK☆10Oct 13, 2015Updated 10 years ago