autogluon / autogluon-assistant
ML Assistant for Competitive Machine Learning
☆72Updated this week
Related projects ⓘ
Alternatives and complementary repositories for autogluon-assistant
- Python implementation of binary and multi-class Venn-ABERS calibration☆134Updated 2 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆87Updated last month
- Repository for the explanation method Calibrated Explanations (CE)☆54Updated this week
- ☆112Updated 9 months ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆135Updated 5 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆43Updated 2 years ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆86Updated 2 months ago
- Mambular is a Python package that brings the power of Mamba architectures to tabular data, offering a suite of deep learning models for r…☆134Updated this week
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆302Updated last week
- Quantile Regression Forests compatible with scikit-learn.☆210Updated this week
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆193Updated 10 months ago
- ML models + benchmark for tabular data classification and regression☆24Updated this week
- ☆122Updated 8 months ago
- Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.☆161Updated 2 weeks ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆19Updated 9 months ago
- ☆42Updated last week
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆21Updated 6 months ago
- Python package for conformal prediction☆459Updated 2 months ago
- ☆60Updated 8 months ago
- ☆46Updated last month
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆232Updated this week
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆98Updated 11 months ago
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆131Updated 9 months ago
- Methods for online conformal prediction.☆105Updated last year
- Practical Guide to Applied Conformal Prediction, published by Packt☆145Updated 9 months ago
- Tabular In-Context Learning☆27Updated last month
- Conformal Prediction for Time Series with Modern Hopfield Networks☆71Updated 11 months ago
- ☆46Updated 4 months ago
- TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆66Updated last week
- Shapley Interactions for Machine Learning☆221Updated this week