Alternatives and similar repositories for quantile-forest

Users that are interested in quantile-forest are comparing it to the libraries listed below

• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆114Updated 2 months ago
• ip200 / venn-abers
  Python implementation of binary and multi-class Venn-ABERS calibration
  ☆191Updated 2 months ago
• StatMixedML / LightGBMLSS
  An extension of LightGBM to probabilistic modelling
  ☆345Updated this week
• tblume1992 / ThymeBoost
  Forecasting with Gradient Boosted Time Series Decomposition
  ☆197Updated 2 years ago
• cerlymarco / tspiral
  A python package for time series forecasting with scikit-learn estimators.
  ☆162Updated last year
• CDonnerer / xgboost-distribution
  Probabilistic prediction with XGBoost.
  ☆120Updated 8 months ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆70Updated last week
• Nixtla / tsfeatures
  Calculates various features from time series data. Python implementation of the R package tsfeatures.
  ☆435Updated last year
• henrikbostrom / crepes
  Python package for conformal prediction
  ☆544Updated last month
• cerlymarco / linear-tree
  A python library to build Model Trees with Linear Models at the leaves.
  ☆387Updated last year
• tblume1992 / MFLES
  ☆115Updated last year
• Nixtla / utilsforecast
  Helper functions to plot, evaluate, preprocess and engineer features for forecasting
  ☆93Updated last week
• sktime / skpro
  A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
  ☆291Updated this week
• ThomasBury / arfs
  All Relevant Feature Selection
  ☆142Updated 8 months ago
• predict-idlab / crepes-weighted
  Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.
  ☆23Updated 9 months ago
• modeva-ai / Modeva
  Integrated tool for model development and validation
  ☆32Updated 3 weeks ago
• lavinei / pybats
  Bayesian time series forecasting and decision analysis
  ☆119Updated 2 years ago
• PacktPublishing / Practical-Guide-to-Applied-Conformal-Prediction
  Practical Guide to Applied Conformal Prediction, published by Packt
  ☆193Updated 3 weeks ago
• joneswack / conformal-predictions-from-scratch
  Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.
  ☆224Updated last year
• rabia174 / ConformaSight
  Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.
  ☆26Updated 9 months ago
• predict-idlab / powershap
  A power-full Shapley feature selection method.
  ☆211Updated last month
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆75Updated last year
• astrogilda / tsbootstrap
  tsbootstrap: generate bootstrapped time series samples in Python
  ☆86Updated 4 months ago
• OliverHennhoefer / nonconform
  Conformal Anomaly Detection
  ☆51Updated last week
• elephaint / pgbm
  Probabilistic Gradient Boosting Machines
  ☆157Updated last year
• deel-ai / puncc
  👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.
  ☆357Updated this week
• jefferythewind / warpgbm
  WarpGBM: High-Speed Gradient Boosting
  ☆94Updated last week
• harrisp / GPyConform
  ☆50Updated 2 months ago
• rick12000 / confopt
  A Library for Conformal Hyperparameter Tuning
  ☆104Updated last week
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆117Updated 7 months ago