zillow / quantile-forest
Quantile Regression Forests compatible with scikit-learn.
☆210Updated this week
Related projects ⓘ
Alternatives and complementary repositories for quantile-forest
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆86Updated last month
- Python implementation of binary and multi-class Venn-ABERS calibration☆133Updated 2 months ago
- An extension of LightGBM to probabilistic modelling☆275Updated 5 months ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆369Updated 6 months ago
- Python package for conformal prediction☆459Updated 2 months ago
- A python package for time series forecasting with scikit-learn estimators.☆160Updated 7 months ago
- A power-full Shapley feature selection method.☆200Updated 6 months ago
- tsbootstrap: generate bootstrapped time series samples in Python☆71Updated this week
- Probabilistic prediction with XGBoost.☆100Updated 4 months ago
- Forecasting with Gradient Boosted Time Series Decomposition☆188Updated last year
- ☆112Updated 9 months ago
- All Relevant Feature Selection☆118Updated last month
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆180Updated 2 months ago
- A Library for Conformal Hyperparameter Tuning☆27Updated 9 months ago
- Fast implementation of Venn-ABERS probabilistic predictors☆71Updated 9 months ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆144Updated 9 months ago
- Bayesian time series forecasting and decision analysis☆113Updated last year
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆248Updated this week
- Hierarchical Time Series Forecasting with a familiar API☆223Updated last year
- Repository for the explanation method Calibrated Explanations (CE)☆53Updated this week
- ☆44Updated last week
- Methods for online conformal prediction.☆105Updated last year
- ☆88Updated this week
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆21Updated 6 months ago
- Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM☆50Updated 10 months ago
- Shapley Interactions for Machine Learning☆220Updated this week
- Multiple Imputation with LightGBM in Python☆353Updated 3 months ago
- Probabilistic Gradient Boosting Machines☆143Updated 9 months ago
- implementation of Cyclic Boosting machine learning algorithms☆87Updated 2 months ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆300Updated this week