AI-vidence / antakia
AntakIA is THE tool to explain an ML model or replace it with a collection of basic explainable models.
☆13Updated 9 months ago
Alternatives and similar repositories for antakia:
Users that are interested in antakia are comparing it to the libraries listed below
- A Python Rules Engine - Make rule handling simple☆41Updated last week
- A scikit-learn-compatible module for comparing imputation methods.☆137Updated 3 weeks ago
- Python package for conformal prediction☆495Updated 2 weeks ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆324Updated 3 months ago
- Initier la mise à disposition, pour tout citoyen, de techniques d’Intelligence Artificielle destinées à appréhender le nombre important d…☆12Updated 8 months ago
- 📸 Open-Source Evaluation & Testing for Computer Vision AI systems☆27Updated 6 months ago
- the scikit-learn sidekick☆395Updated this week
- An open-source Python library for the assessment of utility and privacy performance of any tabular synthetic dataset.☆23Updated last month
- Frouros: an open-source Python library for drift detection in machine learning systems.☆215Updated 2 months ago
- 👋 Xplique is a Neural Networks Explainability Toolbox☆682Updated 6 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆209Updated last year
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆231Updated 3 weeks ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,369Updated this week
- Python implementation of binary and multi-class Venn-ABERS calibration☆155Updated 7 months ago
- Shapley Interactions and Shapley Values for Machine Learning☆507Updated this week
- 👋 Influenciae is a Tensorflow Toolbox for Influence Functions☆62Updated last year
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆100Updated 2 years ago
- Lightweight and extensible compatibility layer between dataframe libraries!☆928Updated this week
- LLM evaluation for Macedonian language.☆12Updated 3 months ago
- Extra blocks for scikit-learn pipelines.☆1,319Updated this week
- Doubt your data, find bad labels.☆511Updated 9 months ago
- Implementation of tree-structured neural networks in PyTorch.☆14Updated 3 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆108Updated last month
- Classfication metrics and post-hoc calibration☆22Updated 2 months ago
- The Python library for sensible AI.☆41Updated 2 weeks ago
- just a bunch of useful embeddings for scikit-learn pipelines☆496Updated 3 weeks ago
- Repository dedicated to Fixel Courses (Education)☆14Updated last week
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,093Updated 9 months ago
- Machine learning with dataframes☆1,357Updated this week
- Khiops is an AutoML suite for supervised and unsupervised learning☆47Updated this week