AI-vidence / antakia
AntakIA is THE tool to explain an ML model or replace it with a collection of basic explainable models.
☆13Updated 8 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☆40Updated 2 weeks ago
- A scikit-learn-compatible module for comparing imputation methods.☆137Updated last week
- LLM evaluation for Macedonian language.☆12Updated 2 months ago
- the scikit-learn sidekick☆354Updated last week
- Repository for CARTE: Context-Aware Representation of Table Entries☆116Updated 2 weeks ago
- Shapley Interactions and Shapley Values for Machine Learning☆485Updated this week
- 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
- Python implementation of binary and multi-class Venn-ABERS calibration☆148Updated 6 months ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆316Updated 2 months ago
- Prepping tables for machine learning☆1,326Updated last week
- Python package for conformal prediction☆483Updated 6 months ago
- Visualize decision trees in Python☆484Updated 3 weeks ago
- Initier la mise à disposition, pour tout citoyen, de techniques d’Intelligence Artificielle destinées à appréhender le nombre important d…☆12Updated 7 months ago
- Access to free kaggle compute power from your command line☆28Updated last year
- Competing Risks and Survival Analysis☆91Updated last week
- Classfication metrics and post-hoc calibration☆20Updated last month
- Lightweight and extensible compatibility layer between dataframe libraries!☆892Updated this week
- An open-source Python library for the assessment of utility and privacy performance of any tabular synthetic dataset.☆22Updated 2 weeks ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆142Updated 9 months ago
- Software design principles for machine learning applications☆349Updated 3 weeks ago
- Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…☆689Updated 8 months ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,351Updated this week
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆646Updated last year
- ☆474Updated 7 months ago
- High performance Python GLMs with all the features!☆327Updated last week
- 📚 A curated collection of marimo notebooks for education.☆134Updated this week
- Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations☆594Updated last month
- Frouros: an open-source Python library for drift detection in machine learning systems.☆210Updated last month
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆208Updated last year
- Editing machine learning models to reflect human knowledge and values☆124Updated last year