Fast and incremental explanations for online machine learning models. Works best with the river framework.
☆56Dec 26, 2024Updated last year
Alternatives and similar repositories for iXAI
Users that are interested in iXAI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Scoring Lists – a probabilistic & incremental extension to Scoring Systems☆18Jan 20, 2026Updated 2 months ago
- Django plugin for online machine learning with river (under-development)☆15Dec 25, 2023Updated 2 years ago
- Specificy, execute and monitor performances of active learning pipelines.☆24Oct 1, 2024Updated last year
- Library for streaming data and incremental learning algorithms.☆27Sep 17, 2025Updated 6 months ago
- ☆169Feb 9, 2026Updated last month
- ✨🌲 Hierarchical extreme multiclass and multi-label classification.☆18Jan 5, 2023Updated 3 years ago
- Advanced choice modeling with multidimensional utility representations.☆12Jun 21, 2024Updated last year
- ☀️ Measuring the accuracy of BBC weather forecasts in Honolulu, USA☆12Jul 10, 2021Updated 4 years ago
- ☆17Dec 11, 2022Updated 3 years ago
- The simplest way to deploy a machine learning model☆24Nov 19, 2022Updated 3 years ago
- Extra functionalities for river☆14May 15, 2024Updated last year
- Shapley Interactions and Shapley Values for Machine Learning☆702Updated this week
- real time recommendation playground☆15Nov 7, 2022Updated 3 years ago
- Autoregressive Bayesian linear model☆21Sep 10, 2020Updated 5 years ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆19Sep 25, 2023Updated 2 years ago
- 📊 Explain why metrics change by unpacking them☆40Jan 16, 2026Updated 2 months ago
- Python package for emotion analysis in French☆16Jun 25, 2021Updated 4 years ago
- 4th place solution to datafactory challenge by Intermarché.☆12Jun 28, 2021Updated 4 years ago
- Novelty detection for data streams in Python☆13Mar 1, 2026Updated 3 weeks ago
- 📈🔍 Lets Python do AB testing analysis.☆77Apr 15, 2025Updated 11 months ago
- Toy environment set for multi-agent reinforcement learning and more☆39Nov 26, 2024Updated last year
- Pairwise Difference Learning (PDL) is a meta-learning framework that leverages pairwise differences to transform multiclass problems into…☆22Aug 27, 2025Updated 6 months ago
- A streaming ETL for fish☆13Jan 24, 2019Updated 7 years ago
- 🔤 Measure edit distance based on keyboard layout☆65Oct 5, 2025Updated 5 months ago
- 🛰️ My solution to the Kelvins spotGEO challenge☆12Sep 20, 2020Updated 5 years ago
- Efficient BM25 with DuckDB 🦆☆65Dec 20, 2024Updated last year
- ☆27Jan 28, 2025Updated last year
- A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning☆43Jan 8, 2026Updated 2 months ago
- A GitHub Action to run pyright☆12Dec 5, 2024Updated last year
- Online machine learning resources☆608Sep 7, 2024Updated last year
- 'Robust Semantic Interpretability: Revisiting Concept Activation Vectors' Official Implementation☆11Jul 15, 2020Updated 5 years ago
- Tidy up your machine learning experiments☆17Sep 5, 2019Updated 6 years ago
- Official repo for the Materialize + Redpanda + dbt Hack Day 2022, including a sample project to get everyone started!☆60Oct 3, 2022Updated 3 years ago
- A global catalog of solar irradiance monitoring stations.☆20Mar 2, 2026Updated 3 weeks ago
- A rule-based aproach to explain the output of any machine learning model☆15Apr 4, 2024Updated last year
- Pytorch implementation of iCaRL with some extras.☆15Nov 29, 2020Updated 5 years ago
- Generate random numbers over a skew-normal distribution.☆12Aug 3, 2017Updated 8 years ago
- Effector - a Python package for global and regional effect methods☆117Updated this week
- Compressed sparse matrices☆15Jun 12, 2024Updated last year