Alternatives and similar repositories for GradientBasedDecisionTrees:

Users that are interested in GradientBasedDecisionTrees are comparing it to the libraries listed below

• s-marton / GRANDE
  (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles
  ☆88Updated 4 months ago
• seedatnabeel / SSCP
  SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)
  ☆17Updated last year
• AlaaLab / conformal-metalearners
  [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
  ☆42Updated last year
• naszilla / tabzilla
  ☆134Updated 9 months ago
• vincentblot28 / conformalized_gp
  ☆46Updated this week
• dholzmueller / pytabkit
  ML models + benchmark for tabular data classification and regression
  ☆60Updated this week
• StatMixedML / Py-BoostLSS
  An extension of Py-Boost to probabilistic modelling
  ☆21Updated last year
• EtashGuha / R2CCP
  ☆19Updated 9 months ago
• se-jaeger / conformal-data-cleaning
  Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…
  ☆20Updated 11 months ago
• OliverHennhoefer / unquad
  Conformal Anomaly Detection
  ☆38Updated this week
• salesforce / online_conformal
  Methods for online conformal prediction.
  ☆108Updated last year
• yandex-research / tabred
  TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
  ☆61Updated 2 months ago
• s-marton / GradTree
  (AAAI 2024) GradTree: Gradient-Based Axis-Aligned Decision Trees
  ☆24Updated 4 months ago
• ml-jku / HopCPT
  Conformal Prediction for Time Series with Modern Hopfield Networks
  ☆74Updated last year
• abacusai / ForecastPFN
  ☆66Updated 10 months ago
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆59Updated this week
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆69Updated 2 months ago
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆136Updated 7 months ago
• mzaffran / AdaptiveConformalPredictionsTimeSeries
  ☆53Updated 2 years ago
• bhaweshiitk / ConformalLLM
  Extending Conformal Prediction to LLMs
  ☆60Updated 6 months ago
• hamrel-cxu / EnbPI
  Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…
  ☆101Updated last year
• superlinear-ai / conformal-tights
  👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster
  ☆90Updated last week
• Neal-Liu-Ziyi / Concept_Drift_Handling
  ☆12Updated last year
• autogluon / tabrepo
  ☆44Updated this week
• ran-xie / boosted-conformal
  ☆36Updated 3 weeks ago
• blei-lab / treeffuser
  Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …
  ☆38Updated last month
• drewprinster / conformal-mfcs
  Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…
  ☆25Updated 6 months ago
• salimamoukou / ACPI
  Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…
  ☆27Updated last year
• ptocca / VennABERS
  Fast implementation of Venn-ABERS probabilistic predictors
  ☆72Updated 11 months ago
• microsoft / ticl
  Tabular In-Context Learning
  ☆38Updated last month