Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.
☆63Apr 22, 2024Updated last year
Alternatives and similar repositories for TE2Rules
Users that are interested in TE2Rules are comparing it to the libraries listed below
Sorting:
- Offline Policy Evaluation via Adaptive Weighting with Data from Contextual Bandits☆10Oct 21, 2024Updated last year
- Code for "Using Embeddings to Correct for Unobserved Confounding"☆10May 31, 2019Updated 6 years ago
- A set of methods for finding an appropriate number of topics in a text collection☆16Apr 14, 2025Updated 10 months ago
- Open source implementation of sDTM - supervised Deep Topic Model☆16Mar 22, 2022Updated 3 years ago
- This project is a research on how to extract rules from the existing data using trained Decision Tree. The dataset used to train the mode…☆16Jun 12, 2019Updated 6 years ago
- Code for our paper Resources and Evaluations for Multi-Distribution Dense Information Retrieval☆16Jan 16, 2024Updated 2 years ago
- Monotonic Optimal Binning algorithm is a statistical approach to transform continuous variables into optimal and monotonic categorical va…☆18Updated this week
- Deep Weighted Averaging Classifiers☆23Feb 4, 2019Updated 7 years ago
- ☆18Sep 28, 2023Updated 2 years ago
- The source code used for paper "Unsupervised Key Event Detection from Massive Text Corpora", published in KDD 2022.☆22Jul 15, 2023Updated 2 years ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆27Jun 28, 2024Updated last year
- Univariate GARCH models in R☆31Jun 16, 2025Updated 8 months ago
- The Codebase for Causal Distillation for Language Models (NAACL '22)☆26May 1, 2022Updated 3 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated last year
- A python/numpy/cython implementation of dynamic time warping (DTW) for aligning time series.☆26Feb 13, 2019Updated 7 years ago
- Papers on Recommendation System and Computational Advertising System☆10Jun 13, 2023Updated 2 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆197Feb 5, 2026Updated last month
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆32Nov 11, 2020Updated 5 years ago
- Bayesian or-of-and☆37Mar 11, 2022Updated 3 years ago
- GAM (Global Attribution Mapping) explains the landscape of neural network predictions across subpopulations☆35Jan 23, 2026Updated last month
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Jan 27, 2023Updated 3 years ago
- Generalized additive model with pairwise interactions☆69Mar 22, 2024Updated last year
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆76Nov 7, 2024Updated last year
- ☆31Nov 22, 2020Updated 5 years ago
- Build your feature store with macros right within your dbt repository☆39Dec 16, 2022Updated 3 years ago
- ☆27Jun 12, 2023Updated 2 years ago
- Python implementation of the rulefit algorithm☆440Oct 8, 2023Updated 2 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 years ago
- Enhanced Explainable Neural Network☆10Dec 25, 2021Updated 4 years ago
- A python package for parsing metar & taf raw text☆11Oct 16, 2025Updated 4 months ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆50Jun 30, 2025Updated 8 months ago
- Python code for tree ensemble interpretation☆87Jan 20, 2021Updated 5 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆372Feb 26, 2026Updated last week
- Automated Machine Learning with Auto-Keras, Published by Packt☆40Jan 30, 2023Updated 3 years ago
- This repository implements the Fast Iterative Method (FIM) for use in python☆12Apr 15, 2024Updated last year
- Code for reproducing the results from "CrAM: A Compression-Aware Minimizer" accepted at ICLR 2023☆10Mar 1, 2023Updated 3 years ago
- DNS tunneling over DoH Dataset☆11Mar 9, 2023Updated 2 years ago
- Implementation of paper - RepVGG-GELAN: ENHANCED GELAN WITH VGG-STYLE CONVNETS FOR BRAIN TUMOR DETECTION☆10Jul 19, 2025Updated 7 months ago